diff --git a/API_DOCUMENTATION.md b/API_DOCUMENTATION.md deleted file mode 100644 index 22d4096..0000000 --- a/API_DOCUMENTATION.md +++ /dev/null @@ -1,657 +0,0 @@ -# Google Reviews Scraper - Fast API Documentation - -## Overview - -REST API for scraping Google Maps reviews using the **ultra-fast DOM-only scraper** (18.9s average). - -**Performance**: ~18.9 seconds for 244 reviews (8.2x faster than original!) - ---- - -## Quick Start - -### 1. Install Dependencies - -```bash -pip install fastapi uvicorn seleniumbase pyyaml -``` - -### 2. Start the API Server - -```bash -python api_server.py -``` - -Server runs on: `http://localhost:8000` - -### 3. API Documentation - -Visit `http://localhost:8000/docs` for interactive Swagger UI documentation. - ---- - -## API Endpoints - -### Health Check - -**GET** `/` - -Check if the API is running. - -**Response:** -```json -{ - "message": "Google Reviews Scraper API is running", - "status": "healthy", - "version": "1.0.0" -} -``` - ---- - -### Start Scraping Job - -**POST** `/scrape` - -Start a new scraping job in the background. - -**Request Body:** -```json -{ - "url": "https://www.google.com/maps/place/YOUR_BUSINESS_URL", - "headless": true -} -``` - -**Parameters:** -- `url` (required): Google Maps URL to scrape -- `headless` (optional): Run Chrome in headless mode (default: false) -- `max_scrolls` (optional): Maximum number of scrolls (default: 35) - -**Response:** -```json -{ - "job_id": "550e8400-e29b-41d4-a716-446655440000", - "status": "started", - "message": "Scraping job started successfully" -} -``` - -**Example (curl):** -```bash -curl -X POST "http://localhost:8000/scrape" \ - -H "Content-Type: application/json" \ - -d '{ - "url": "https://www.google.com/maps/place/...", - "headless": true - }' -``` - -**Example (Python):** -```python -import requests - -response = requests.post( - "http://localhost:8000/scrape", - json={ - "url": "https://www.google.com/maps/place/...", - "headless": True - } -) - -job_id = response.json()['job_id'] -print(f"Job started: {job_id}") -``` - ---- - -### Get Job Status - -**GET** `/jobs/{job_id}` - -Get detailed information about a specific job. - -**Response:** -```json -{ - "job_id": "550e8400-e29b-41d4-a716-446655440000", - "status": "completed", - "url": "https://www.google.com/maps/...", - "created_at": "2026-01-18T10:30:00", - "started_at": "2026-01-18T10:30:01", - "completed_at": "2026-01-18T10:30:20", - "reviews_count": 244, - "scrape_time": 18.9, - "progress": { - "stage": "completed", - "message": "Scraping completed successfully in 18.9s", - "scroll_time": 14.2, - "extract_time": 0.01 - } -} -``` - -**Job Status Values:** -- `pending`: Job is queued but not started -- `running`: Job is currently scraping -- `completed`: Job finished successfully -- `failed`: Job failed with an error -- `cancelled`: Job was cancelled - -**Example (curl):** -```bash -curl "http://localhost:8000/jobs/550e8400-e29b-41d4-a716-446655440000" -``` - -**Example (Python - Poll until complete):** -```python -import requests -import time - -job_id = "550e8400-e29b-41d4-a716-446655440000" - -while True: - response = requests.get(f"http://localhost:8000/jobs/{job_id}") - job = response.json() - - print(f"Status: {job['status']} - {job['progress']['message']}") - - if job['status'] in ['completed', 'failed', 'cancelled']: - break - - time.sleep(2) # Poll every 2 seconds - -print(f"Final: {job['reviews_count']} reviews in {job['scrape_time']:.1f}s") -``` - ---- - -### Get Job Reviews - -**GET** `/jobs/{job_id}/reviews` - -Get the actual scraped reviews data for a completed job. - -**Response:** -```json -{ - "job_id": "550e8400-e29b-41d4-a716-446655440000", - "reviews": [ - { - "review_id": "review_123456789", - "author": "John Doe", - "rating": 5.0, - "text": "Great place! Highly recommend...", - "date_text": "2 months ago", - "avatar_url": "https://lh3.googleusercontent.com/...", - "profile_url": "..." - }, - ... - ], - "count": 244 -} -``` - -**Error Responses:** -- `404`: Job not found -- `400`: Job not completed yet - -**Example (curl):** -```bash -curl "http://localhost:8000/jobs/550e8400-e29b-41d4-a716-446655440000/reviews" \ - -o reviews.json -``` - -**Example (Python):** -```python -import requests -import json - -job_id = "550e8400-e29b-41d4-a716-446655440000" - -response = requests.get(f"http://localhost:8000/jobs/{job_id}/reviews") -reviews_data = response.json() - -# Save to file -with open('reviews.json', 'w', encoding='utf-8') as f: - json.dump(reviews_data['reviews'], f, indent=2, ensure_ascii=False) - -print(f"Retrieved {reviews_data['count']} reviews") -``` - ---- - -### List All Jobs - -**GET** `/jobs` - -List all jobs, optionally filtered by status. - -**Query Parameters:** -- `status` (optional): Filter by job status (pending, running, completed, failed, cancelled) -- `limit` (optional): Maximum number of jobs to return (default: 100, max: 1000) - -**Response:** -```json -[ - { - "job_id": "550e8400-e29b-41d4-a716-446655440000", - "status": "completed", - "url": "https://www.google.com/maps/...", - "created_at": "2026-01-18T10:30:00", - "reviews_count": 244, - "scrape_time": 18.9 - }, - ... -] -``` - -**Example (curl):** -```bash -# Get all completed jobs -curl "http://localhost:8000/jobs?status=completed&limit=10" -``` - ---- - -### Cancel Job - -**POST** `/jobs/{job_id}/cancel` - -Cancel a pending or running job. - -**Response:** -```json -{ - "message": "Job cancelled successfully" -} -``` - -**Error Responses:** -- `404`: Job not found -- `400`: Job cannot be cancelled (already completed/failed) - ---- - -### Delete Job - -**DELETE** `/jobs/{job_id}` - -Delete a job from the system (removes job data). - -**Response:** -```json -{ - "message": "Job deleted successfully" -} -``` - ---- - -### Get Statistics - -**GET** `/stats` - -Get job manager statistics. - -**Response:** -```json -{ - "total_jobs": 42, - "by_status": { - "pending": 2, - "running": 1, - "completed": 35, - "failed": 3, - "cancelled": 1 - }, - "running_jobs": 1, - "max_concurrent_jobs": 3 -} -``` - ---- - -### Manual Cleanup - -**POST** `/cleanup` - -Manually trigger cleanup of old completed/failed jobs. - -**Query Parameters:** -- `max_age_hours` (optional): Maximum age in hours (default: 24) - -**Response:** -```json -{ - "message": "Cleaned up jobs older than 24 hours" -} -``` - ---- - -## Complete Workflow Example - -### Python Script - -```python -import requests -import time -import json - -BASE_URL = "http://localhost:8000" - -# 1. Start scraping job -response = requests.post( - f"{BASE_URL}/scrape", - json={ - "url": "https://www.google.com/maps/place/...", - "headless": True - } -) -job_id = response.json()['job_id'] -print(f"Job started: {job_id}") - -# 2. Poll until complete -while True: - response = requests.get(f"{BASE_URL}/jobs/{job_id}") - job = response.json() - - print(f"Status: {job['status']} - {job['progress']['message']}") - - if job['status'] == 'completed': - print(f"✅ Completed: {job['reviews_count']} reviews in {job['scrape_time']:.1f}s") - break - elif job['status'] == 'failed': - print(f"❌ Failed: {job['error_message']}") - break - - time.sleep(2) - -# 3. Get reviews -if job['status'] == 'completed': - response = requests.get(f"{BASE_URL}/jobs/{job_id}/reviews") - reviews = response.json()['reviews'] - - # Save to file - with open('reviews.json', 'w', encoding='utf-8') as f: - json.dump(reviews, f, indent=2, ensure_ascii=False) - - print(f"💾 Saved {len(reviews)} reviews to reviews.json") -``` - -### JavaScript/Node.js Example - -```javascript -const axios = require('axios'); -const fs = require('fs'); - -const BASE_URL = 'http://localhost:8000'; - -async function scrapeReviews(url) { - // 1. Start job - const { data: startData } = await axios.post(`${BASE_URL}/scrape`, { - url: url, - headless: true - }); - - const jobId = startData.job_id; - console.log(`Job started: ${jobId}`); - - // 2. Poll until complete - while (true) { - const { data: job } = await axios.get(`${BASE_URL}/jobs/${jobId}`); - - console.log(`Status: ${job.status} - ${job.progress.message}`); - - if (job.status === 'completed') { - console.log(`✅ Completed: ${job.reviews_count} reviews in ${job.scrape_time}s`); - break; - } else if (job.status === 'failed') { - console.log(`❌ Failed: ${job.error_message}`); - return; - } - - await new Promise(resolve => setTimeout(resolve, 2000)); - } - - // 3. Get reviews - const { data: reviewsData } = await axios.get(`${BASE_URL}/jobs/${jobId}/reviews`); - - // Save to file - fs.writeFileSync('reviews.json', JSON.stringify(reviewsData.reviews, null, 2)); - - console.log(`💾 Saved ${reviewsData.count} reviews to reviews.json`); -} - -scrapeReviews('https://www.google.com/maps/place/...'); -``` - ---- - -## Performance - -### Fast Scraper Performance - -The API now uses the **ultra-fast DOM-only scraper**: - -| Metric | Value | -|--------|-------| -| Average Time | 18.9s | -| Speedup | 8.2x faster | -| Success Rate | 100% | -| Reviews/Second | ~12.9 | - -**Timing Breakdown:** -- Scrolling: ~14s (60-74%) -- Extraction: ~0.01s (0.1%) -- Setup: ~4-5s (25-30%) - ---- - -## Configuration - -### Server Configuration - -Edit `api_server.py` to configure: - -```python -# Number of concurrent scraping jobs -job_manager = JobManager(max_concurrent_jobs=3) - -# Server host and port -uvicorn.run( - "api_server:app", - host="0.0.0.0", - port=8000, - reload=True -) -``` - -### Scraper Configuration - -Pass configuration when starting a job: - -```json -{ - "url": "https://www.google.com/maps/place/...", - "headless": true, - "max_scrolls": 35 -} -``` - ---- - -## Error Handling - -### HTTP Status Codes - -- `200`: Success -- `400`: Bad request (invalid parameters or job state) -- `404`: Job not found -- `500`: Internal server error - -### Error Response Format - -```json -{ - "detail": "Error message here" -} -``` - -### Common Errors - -**1. Job not completed yet** -```json -{ - "detail": "Job not completed yet (current status: running)" -} -``` - -**2. Job not found** -```json -{ - "detail": "Job not found" -} -``` - -**3. Maximum concurrent jobs reached** -```json -{ - "detail": "Maximum concurrent jobs reached" -} -``` - ---- - -## Testing - -### Run Test Script - -```bash -python test_fast_api.py -``` - -This will: -1. Start a scraping job -2. Poll until complete -3. Retrieve and save reviews -4. Show statistics - -### Manual Testing (curl) - -```bash -# Start job -curl -X POST "http://localhost:8000/scrape" \ - -H "Content-Type: application/json" \ - -d '{"url": "YOUR_GOOGLE_MAPS_URL", "headless": true}' \ - | jq - -# Get status (replace JOB_ID) -curl "http://localhost:8000/jobs/JOB_ID" | jq - -# Get reviews -curl "http://localhost:8000/jobs/JOB_ID/reviews" | jq -``` - ---- - -## Production Deployment - -### Using Gunicorn - -```bash -pip install gunicorn - -gunicorn api_server:app \ - --workers 4 \ - --worker-class uvicorn.workers.UvicornWorker \ - --bind 0.0.0.0:8000 -``` - -### Using Docker - -Create `Dockerfile`: - -```dockerfile -FROM python:3.9-slim - -WORKDIR /app - -COPY requirements.txt . -RUN pip install -r requirements.txt - -COPY . . - -CMD ["python", "api_server.py"] -``` - -Run: -```bash -docker build -t google-reviews-api . -docker run -p 8000:8000 google-reviews-api -``` - ---- - -## Monitoring - -### Check Running Jobs - -```bash -curl "http://localhost:8000/stats" | jq -``` - -### List Recent Jobs - -```bash -curl "http://localhost:8000/jobs?limit=10" | jq -``` - -### Auto-Cleanup - -Jobs are automatically cleaned up after 24 hours. Configure in `api_server.py`: - -```python -async def cleanup_jobs_periodically(): - while True: - await asyncio.sleep(3600) # Run every hour - if job_manager: - job_manager.cleanup_old_jobs(max_age_hours=24) -``` - ---- - -## Troubleshooting - -### API won't start - -**Error**: "Address already in use" - -**Solution**: Change port in `api_server.py` or kill existing process: -```bash -lsof -ti:8000 | xargs kill -``` - -### Jobs stuck in "running" status - -**Solution**: Check server logs for errors. Restart the server if needed. - -### GDPR consent issues - -The fast scraper automatically handles GDPR consent pages. If issues persist: -- Set `headless: false` to see what's happening -- Check server logs for consent page detection - ---- - -## Support - -For issues or questions, check: -- Server logs: Console output when running `python api_server.py` -- Interactive docs: `http://localhost:8000/docs` -- Test script: `python test_fast_api.py` - ---- - -**Enjoy ultra-fast Google Maps scraping with the API!** 🚀 diff --git a/API_INTERCEPTOR_DEBUG_SUMMARY.md b/API_INTERCEPTOR_DEBUG_SUMMARY.md deleted file mode 100644 index 889d7e4..0000000 --- a/API_INTERCEPTOR_DEBUG_SUMMARY.md +++ /dev/null @@ -1,140 +0,0 @@ -# API Interceptor Debug Summary - -## Problem Statement -The scraper was working but **very slow** due to scrolling + DOM parsing. We wanted to use Google's internal API (`/maps/rpc/listugcposts`) to get reviews faster. - -## What We Discovered - -### ✅ API Interception IS Working! -The JavaScript interceptor successfully captures Google Maps API calls: -- **Endpoint**: `/maps/rpc/listugcposts` -- **Response sizes**: 41KB - 96KB per request -- **Frequency**: 2-5 responses captured per scroll cycle -- **Content**: Each response contains ~10-20 reviews in Google's nested array format - -### ❌ What Was Broken -1. **Parser Bug**: `TypeError: '>' not supported between instances of 'InterceptedReview' and 'int'` - - The recursive parser was trying to compare InterceptedReview objects with integers - - Caused ALL parsing to fail despite responses being captured - -2. **Missing Specialized Parser**: Generic recursive extraction didn't understand Google's `listugcposts` format - -3. **Insufficient Logging**: Hard to diagnose without seeing what was captured - -## Fixes Implemented - -### 1. Fixed Recursion Bug (api_interceptor.py:527-555) -```python -def _extract_reviews_recursive(self, data: Any, depth: int = 0) -> List[InterceptedReview]: - # Skip if data is already an InterceptedReview object - if isinstance(data, InterceptedReview): - return [data] - - # ... rest of logic with proper type checks -``` - -### 2. Added Enhanced Debug Logging - -**JavaScript Interceptor** (api_interceptor.py:204-307): -- Console logs with `[API Interceptor]` prefix -- Real-time stats every 10 seconds -- Captures ALL network requests (not just matches) -- Logs request types, URLs, and sizes - -**Python Side** (api_interceptor.py:331-369, scraper.py:1419-1436): -- Shows number of responses retrieved -- Logs parsing attempts and results -- Reports final stats even if 0 reviews captured -- Browser console log extraction -- Optional response dumping to files in debug mode - -### 3. Specialized Parser for listugcposts (api_interceptor.py:435-558) - -```python -def _parse_listugcposts_response(self, data: Any) -> List[InterceptedReview]: - """ - Parse Google Maps listugcposts API response. - Handles deeply nested array format with pattern matching. - """ -``` - -**Detection Patterns**: -- Long string (30+ chars) = Review ID -- Number 1-5 = Rating -- Long string (50+ chars, not URL) = Review text -- Short string (3-100 chars) = Author name -- Date patterns = Review date - -### 4. Stats & Diagnostics (scraper.py:1487-1509) - -When API interception is enabled but captures 0 reviews: -``` -⚠️ API interception was enabled but captured 0 reviews. -Network stats - Fetch requests: 0/X, XHR requests: Y/Z -Found N API interceptor console messages -``` - -## How to Use Debug Mode - -```bash -# Enable debug logging -LOG_LEVEL=DEBUG python start.py - -# You'll see output like: -[DEBUG] Retrieved 2 intercepted responses from browser -[DEBUG] - XHR: /maps/rpc/listugcposts?authuser=0... (68426 bytes) -[DEBUG] Collected 2 network responses from browser -[DEBUG] Parsed 0 reviews from responses # If parsing fails -[INFO] API interceptor captured 10 reviews (total unique API: 10) # If parsing works! -``` - -## Next Steps to Complete API Speed Optimization - -1. **Test with Real Data**: Run scraper with DEBUG logging to see actual listugcposts responses -2. **Analyze Response Format**: Examine captured responses in `debug_api_dump/` directory -3. **Refine Parser**: Adjust field detection based on actual Google API format -4. **Benchmark Performance**: Compare DOM vs API scraping speed -5. **Add Pure API Mode**: Option to skip DOM scraping entirely and only use API - -## Expected Performance Improvement - -**Current (DOM Scraping)**: -- ~2-4 reviews/second -- Requires scrolling + waiting for render -- 244 reviews in ~3 minutes - -**Target (API Mode)**: -- ~20-50 reviews/second (10-25x faster!) -- No scrolling needed -- 244 reviews in ~10-20 seconds - -## Files Modified - -1. `modules/api_interceptor.py` - Core interceptor with parsing logic -2. `modules/scraper.py` - Integration and stats reporting -3. `config.yaml` - `enable_api_intercept: true` - -## Testing the Fixes - -```bash -# Clean Python cache first -find . -type d -name "__pycache__" -exec rm -rf {} + 2>/dev/null -find . -name "*.pyc" -delete - -# Run with debug logging -LOG_LEVEL=DEBUG python start.py - -# Or run specific test -python test_api_quick.py -``` - -## Browser Console Messages - -When the interceptor is working, you'll see in the browser console: -``` -[API Interceptor] ✅ Injected successfully! Monitoring network requests... -[API Interceptor] ✅ CAPTURED XHR: /maps/rpc/listugcposts... Size: 68426 -[API Interceptor] Stats: Fetch: 0/0 XHR: 5/15 Queue: 5 -``` - -These messages confirm the interceptor is active and capturing responses. diff --git a/API_OPTIMIZATION_SUMMARY.md b/API_OPTIMIZATION_SUMMARY.md deleted file mode 100644 index 1fe43ce..0000000 --- a/API_OPTIMIZATION_SUMMARY.md +++ /dev/null @@ -1,201 +0,0 @@ -# API Optimization Summary - COMPLETE ✅ - -## What We Achieved - -### 🎯 Original Goal -Speed up Google Maps review scraping by using API calls instead of slow browser scrolling. - -### ✅ Results - -| Metric | Before | After | Improvement | -|--------|--------|-------|-------------| -| **Parser Success Rate** | 15% | **100%** | **6.7x better** | -| **API Coverage** | 3 reviews | **234 reviews** | **78x more** | -| **Reviews from API** | 1.2% | **95.9%** | **79x increase** | -| **DOM Scrolling Needed** | 244 reviews | **10 reviews** | **24x less** | - -### 📊 Performance - -**Optimized Hybrid Scraper** (modules/api_interceptor.py + modules/scraper.py): -- Total reviews: 244 -- API captured: 234 reviews (95.9%) -- DOM scraped: 10 reviews (4.1%) -- Time: 155 seconds (~2.6 minutes) -- **Parse rate: 100%** (10 reviews per API response) - -**Comparison**: -- Old approach: 244 reviews via scrolling in 174 seconds -- New approach: 234 reviews via API + 10 via scrolling in 155 seconds -- **Speed improvement: 1.12x faster with much less browser stress** - -## Files Modified - -### 1. `modules/api_interceptor.py` -**Lines 538-657**: Complete rewrite of API parser - -**Key Changes**: -- Fixed structure understanding: Each `data[2][i]` is ONE review (not an array of reviews) -- Corrected field mappings: - - `data[2][i][0][0]` = Review ID - - `data[2][i][0][1][4][5][0]` = Author Name - - `data[2][i][0][1][6]` = Date Text - - `data[2][i][0][2][0][0]` = Rating - - `data[2][i][0][2][15][0][0]` = Review Text - -**Result**: Parser now extracts **ALL 10 reviews** from each API response (was 0-2 before) - -### 2. `modules/scraper.py` -**Lines 1419-1436**: Added API response collection in scraping loop -- Collects reviews from intercepted API calls every scroll -- Dumps first 5 responses for analysis -- Merges API reviews with DOM reviews at end - -### 3. `dump_api_responses.py` (new) -Standalone script to capture raw API responses for analysis - -### 4. `cookie_based_scraper.py` (new) -**Experimental** cookie-capture based scraper for pure API mode - -**Status**: Requires Google account login -- Captures cookies via CDP -- Needs auth cookies (SID, HSID, SSID, APISID, SAPISID) -- Only works if logged into Google account - -## Current Recommendation: Use Optimized Hybrid Approach ✅ - -The **existing optimized scraper** (`python start.py`) is production-ready: - -### ✅ Advantages -1. **95.9% API coverage** - Gets almost all reviews via fast API -2. **100% parse rate** - Extracts all reviews from API responses -3. **No login required** - Works without Google account -4. **Stable & tested** - Proven to work reliably -5. **Automatic session** - Browser handles auth naturally - -### 📝 How It Works -1. Browser navigates to reviews page (15 seconds) -2. API interceptor captures network requests automatically -3. Parser extracts 10 reviews per API response (100% success) -4. Minimal scrolling needed (only ~10 reviews via DOM) -5. Total time: ~2.6 minutes for 244 reviews - -## Alternative: Pure Cookie-Based API Scraping - -### cookie_based_scraper.py - -**Requirements**: -- Must be logged into Google account -- Captures auth cookies on each run -- Uses cookies for direct API calls - -**Usage**: -```bash -python cookie_based_scraper.py -``` - -**Expected Flow**: -1. Opens browser (15 sec) -2. Captures cookies (5 sec) -3. Closes browser -4. Fast API pagination (5-10 sec) -5. **Total: ~25-35 seconds** (if logged in) - -**Current Status**: ⚠️ Requires login -- Without login: Gets only tracking cookies, API returns 400 error -- With login: Should get auth cookies and work at full speed - -## Next Steps (Optional) - -### Option 1: Use Current Solution ✅ (Recommended) -- Already optimized -- 95.9% API coverage -- 100% parse rate -- No changes needed! - -### Option 2: Enable Pure API Mode -To use `cookie_based_scraper.py`: -1. Log into Google account in Chrome -2. Keep browser session active -3. Run: `python cookie_based_scraper.py` -4. Should achieve ~10-25x speed improvement - -### Option 3: Further Optimize Current Scraper -Potential improvements: -- Skip DOM parsing entirely (rely 100% on API) -- Reduce initial page load delays -- Could save additional 10-20 seconds - -## Benchmark Comparison - -| Approach | Reviews | Time | Speed | Login Required | -|----------|---------|------|-------|----------------| -| Old DOM-only | 244 | 174s | 1x | No | -| **Current Hybrid** | **244** | **155s** | **1.12x** | **No** ✅ | -| Cookie-based (no login) | 0 | 25s | N/A | Yes ⚠️ | -| Cookie-based (with login) | ~244 | ~30s | **5-8x** | Yes | - -## Technical Details - -### API Endpoint -``` -https://www.google.com/maps/rpc/listugcposts -``` - -### Required Parameters -- `authuser`: 0 -- `hl`: Language code (es, en, etc.) -- `gl`: Region code (es, us, etc.) -- `pb`: Protocol Buffer parameter with: - - Place ID - - Review type flags - - Pagination token - - Sort/filter params - -### Required Cookies (for pure API mode) -- `SID` - Session ID -- `HSID` - HTTP Session ID -- `SSID` - Secure Session ID -- `APISID` - API Session ID -- `SAPISID` - Secure API Session ID - -**Note**: These cookies are only available when logged into Google account. - -### Response Format -- Prefix: `)]}'` (security measure, must be stripped) -- Body: JSON array with nested review data -- Structure: `data[2]` contains array of reviews -- Each review: `data[2][i]` = 6-item array with review fields -- Continuation token: `data[1]` (for pagination) - -## Conclusion - -### 🎉 Mission Accomplished! - -We successfully optimized the Google Maps review scraper: - -1. **✅ Fixed parser** - 100% success rate (was 15%) -2. **✅ API coverage** - 95.9% of reviews via fast API (was 1.2%) -3. **✅ Reduced scrolling** - Only 10 reviews via DOM (was 244) -4. **✅ Production ready** - Stable, tested, works without login - -### Recommended Usage - -**For immediate use**: -```bash -python start.py -``` -Gets 244 reviews in ~2.6 minutes with 95.9% API coverage. - -**For maximum speed** (requires Google login): -```bash -# First: Log into Google in Chrome -# Then: -python cookie_based_scraper.py -``` -Could get 244 reviews in ~25-35 seconds (10-25x faster). - ---- - -**Status**: ✅ **OPTIMIZATION COMPLETE** - -The scraper is now highly optimized and production-ready! diff --git a/API_QUICKSTART.md b/API_QUICKSTART.md deleted file mode 100644 index daf8b22..0000000 --- a/API_QUICKSTART.md +++ /dev/null @@ -1,224 +0,0 @@ -# API Quick Start - Fast Google Reviews Scraper - -## ⚡ Ultra-Fast API (18.9 seconds!) - -REST API for scraping Google Maps reviews using the optimized DOM-only scraper. - -**Performance**: ~18.9 seconds for 244 reviews (8.2x faster than original!) - ---- - -## 🚀 Quick Start - -### 1. Install & Run - -```bash -# Install dependencies -pip install fastapi uvicorn seleniumbase pyyaml - -# Start API server -python api_server.py -``` - -Server starts on: `http://localhost:8000` - -### 2. Use the API - -```bash -# Start a scraping job -curl -X POST "http://localhost:8000/scrape" \ - -H "Content-Type: application/json" \ - -d '{ - "url": "https://www.google.com/maps/place/YOUR_BUSINESS_URL", - "headless": true - }' -``` - -**Response:** -```json -{ - "job_id": "550e8400-e29b-41d4-a716-446655440000", - "status": "started" -} -``` - -### 3. Check Status - -```bash -# Check job status -curl "http://localhost:8000/jobs/550e8400-e29b-41d4-a716-446655440000" -``` - -**Response:** -```json -{ - "status": "completed", - "reviews_count": 244, - "scrape_time": 18.9 -} -``` - -### 4. Get Reviews - -```bash -# Get the actual reviews -curl "http://localhost:8000/jobs/550e8400-e29b-41d4-a716-446655440000/reviews" \ - -o reviews.json -``` - ---- - -## 📋 Key Endpoints - -| Endpoint | Method | Description | -|----------|--------|-------------| -| `/scrape` | POST | Start scraping job | -| `/jobs/{job_id}` | GET | Get job status | -| `/jobs/{job_id}/reviews` | GET | Get scraped reviews | -| `/jobs` | GET | List all jobs | -| `/stats` | GET | Get statistics | - ---- - -## 💻 Python Example - -```python -import requests -import time - -# 1. Start job -response = requests.post( - "http://localhost:8000/scrape", - json={ - "url": "https://www.google.com/maps/place/...", - "headless": True - } -) -job_id = response.json()['job_id'] - -# 2. Wait for completion -while True: - job = requests.get(f"http://localhost:8000/jobs/{job_id}").json() - if job['status'] in ['completed', 'failed']: - break - time.sleep(2) - -# 3. Get reviews -reviews = requests.get( - f"http://localhost:8000/jobs/{job_id}/reviews" -).json()['reviews'] - -print(f"Got {len(reviews)} reviews!") -``` - ---- - -## 🧪 Test It - -```bash -# Run the test script -python test_fast_api.py -``` - -This will: -- Start a job -- Poll until complete -- Save reviews to JSON -- Show statistics - ---- - -## 📚 Full Documentation - -See [API_DOCUMENTATION.md](API_DOCUMENTATION.md) for: -- Complete endpoint reference -- Advanced examples -- Error handling -- Production deployment -- Monitoring & troubleshooting - ---- - -## 🎯 API Features - -✅ **Ultra-fast scraping** (18.9s average) -✅ **Background job processing** (non-blocking) -✅ **Concurrent jobs** (up to 3 simultaneous) -✅ **Job status tracking** (pending/running/completed) -✅ **Review data retrieval** (via dedicated endpoint) -✅ **Automatic cleanup** (removes old jobs) -✅ **GDPR auto-handling** (no manual intervention) -✅ **REST API** (language-agnostic) -✅ **OpenAPI docs** (visit `/docs` for Swagger UI) - ---- - -## 🔧 Configuration - -### API Server - -```python -# In api_server.py -job_manager = JobManager(max_concurrent_jobs=3) # Max parallel jobs - -uvicorn.run( - "api_server:app", - host="0.0.0.0", # Listen on all interfaces - port=8000, # Port number - reload=True # Auto-reload on code changes -) -``` - -### Scraping Options - -```json -{ - "url": "https://www.google.com/maps/place/...", - "headless": true, // Run Chrome in headless mode - "max_scrolls": 35 // Maximum scrolls (default: 35) -} -``` - ---- - -## 📊 Performance - -``` -Operation Time % of Total -────────────────────────────────────────────── -Scrolling (dynamic) ~14s 74% -Setup & navigation ~4.5s 24% -JavaScript extraction ~0.01s 0.1% -────────────────────────────────────────────── -TOTAL ~18.9s 100% -``` - -**8.2x faster than the original scraper!** 🚀 - ---- - -## 🌐 Interactive Documentation - -Visit `http://localhost:8000/docs` for: -- Interactive API testing -- Request/response schemas -- Try out endpoints directly in browser - ---- - -## ⚙️ What Changed? - -The API now uses the **fast DOM-only scraper** (`modules/fast_scraper.py`) instead of the old scraper: - -**Before**: 155 seconds ❌ -**Now**: 18.9 seconds ✅ - -**Key optimizations**: -1. GDPR consent auto-handling -2. Dynamic scroll waiting (adapts to page speed) -3. JavaScript extraction (40x faster than Selenium) -4. Universal design (no hardcoded values) - ---- - -**Ready to scrape at 8.2x speed via API!** 🚀 diff --git a/API_TEST_RESULTS.md b/API_TEST_RESULTS.md deleted file mode 100644 index fe7131c..0000000 --- a/API_TEST_RESULTS.md +++ /dev/null @@ -1,247 +0,0 @@ -# API Interceptor Test Results - SUCCESSFUL ✅ - -**Test Date**: 2026-01-17 23:35-23:37 -**Test Duration**: 142.91 seconds (~2 min 23 sec) -**Status**: ✅ **PROOF OF CONCEPT SUCCESSFUL** - -## Executive Summary - -The API interceptor **successfully captured and parsed reviews** from Google's internal API, proving the technology works. It found **3 additional reviews** that DOM parsing missed, bringing the total from 244 to **247 reviews**. - -## Detailed Results - -### ✅ What Worked - -1. **API Interception**: Successfully captured 40+ network responses -2. **Response Source**: `/maps/rpc/listugcposts` (Google's internal reviews API) -3. **Response Sizes**: 68KB - 96KB per response (containing review data) -4. **Parsing**: Successfully extracted reviews from ~15% of captured responses -5. **Additional Data**: Found +3 reviews that DOM scraping missed -6. **Clean Exit**: Completed successfully with all data saved - -### 📊 Performance Metrics - -``` -Total Reviews (DOM only): 244 reviews -Total Reviews (API merged): 247 reviews (+3 from API) -Execution Time: 142.91 seconds -API Responses Captured: 40+ responses -API Responses Parsed: ~6 responses (15% success rate) -Reviews from API: 3 unique reviews -``` - -### 🔍 Key Log Evidence - -``` -[INFO] API interception enabled via CDP -[INFO] JavaScript response interceptor injected with enhanced debugging -[INFO] API interceptor ready - capturing network responses - -[DEBUG] Retrieved 1 intercepted responses from browser -[DEBUG] - XHR: /maps/rpc/listugcposts?... (96670 bytes) -[DEBUG] Collected 1 network responses from browser -[DEBUG] Parsed 1 reviews from responses -[INFO] API interceptor captured 1 reviews (total unique API: 1) - -[DEBUG] Retrieved 1 intercepted responses from browser -[DEBUG] - XHR: /maps/rpc/listugcposts?... (68426 bytes) -[DEBUG] Parsed 2 reviews from responses -[INFO] API interceptor captured 2 reviews (total unique API: 2) - -[INFO] Merging 3 reviews captured via API interception -[INFO] After merge: 247 total reviews -[INFO] ✅ Finished – total unique reviews: 247 -``` - -### 📈 Parsing Statistics - -Out of 40+ captured API responses: -- ✅ **5 responses** parsed 1 review each -- ✅ **1 response** parsed 2 reviews -- ⚠️ **~34 responses** parsed 0 reviews (parser too conservative) - -**Success Rate**: ~15% of responses successfully parsed -**Total Unique Reviews Extracted**: 3 - -### 🎯 Network Activity - -``` -Interceptor Stats: -- Total Fetch requests: 0 -- Total XHR requests: 63 -- Captured XHR responses: 40+ -- Last capture: 2026-01-17T23:35:50.709Z -``` - -## Why Only 3 Reviews Were Parsed - -### The Problem -Each API response is **68KB-96KB** and likely contains **10-20 reviews**, but our parser only extracted 1-2 reviews per response in successful cases. - -### Root Cause -The parser uses **very strict pattern matching**: -- Long string (30+ chars) = Review ID -- Number 1-5 = Rating -- Long string (50+ chars, not URL) = Review text -- Short string (3-100 chars) = Author name - -**Google's actual format** likely uses different patterns or nesting structures that don't match our conservative detection logic. - -### Evidence -``` -[DEBUG] Retrieved 1 intercepted responses from browser -[DEBUG] - XHR: /maps/rpc/listugcposts?... (96670 bytes) -[DEBUG] Parsed 1 reviews from responses # Only 1 from 96KB! -``` - -A **96KB response** should contain ~20 reviews, not just 1! - -## 🚀 Performance Potential - -### Current State (Mixed Mode) -- DOM scraping: 244 reviews in 142 seconds -- API scraping: 3 reviews from 6 responses (15% parse rate) -- **Combined: 247 reviews in 142 seconds** - -### Potential (Optimized API Mode) - -If we **tune the parser** to extract all reviews from API responses: - -**Scenario 1: 50% Parse Rate** -- Get ~10 reviews per response -- Need ~25 API responses -- Estimated time: **30-40 seconds** (3-4x faster) - -**Scenario 2: 100% Parse Rate** (Ideal) -- Get ~20 reviews per response -- Need ~12-15 API responses -- Estimated time: **10-20 seconds** (10-15x faster!) 🚀 - -**Scenario 3: Pure API Mode** (Ultimate) -- Skip DOM scraping entirely -- Make targeted API calls -- Get all 244 reviews in 2-3 API requests -- Estimated time: **5-10 seconds** (25-30x faster!) 🔥 - -## 📊 Comparison Table - -| Mode | Reviews | Time | Speed | -|------|---------|------|-------| -| DOM Only (baseline) | 244 | ~174 sec | 1x | -| Current Mixed | 247 | ~143 sec | 1.2x | -| API 50% Parse | ~244 | ~35 sec | **5x** ✨ | -| API 100% Parse | ~244 | ~15 sec | **12x** 🚀 | -| Pure API Mode | ~244 | ~8 sec | **22x** 🔥 | - -## 🔧 Technical Details - -### Files Modified -- `modules/api_interceptor.py` - Core interceptor with enhanced logging and specialized parser -- `modules/scraper.py` - Integration and stats reporting -- `config.yaml` - `enable_api_intercept: true` - -### Key Functions -1. `inject_response_interceptor()` - JavaScript injection with browser-level interception -2. `get_intercepted_responses()` - Retrieves captured responses from browser -3. `_parse_listugcposts_response()` - Specialized parser for Google's API format -4. `_parse_review_array_v2()` - Pattern-based review extraction - -### Debug Logging Enabled -```bash -LOG_LEVEL=DEBUG python start.py -``` - -Shows: -- Number of responses retrieved -- Response URLs and sizes -- Number of reviews parsed -- Interceptor statistics -- Browser console messages - -## 🎯 Next Steps to Achieve 10-25x Speed - -### Step 1: Dump Sample API Response ✅ NEEDED -```bash -# Add code to dump first successful response -# Analyze the exact JSON/array structure -``` - -### Step 2: Analyze Google's Format -- Study the 68KB-96KB response structure -- Identify review arrays/objects -- Map field positions and patterns -- Document the exact format - -### Step 3: Tune Parser Patterns -- Adjust `_parse_listugcposts_response()` detection -- Improve `_parse_review_array_v2()` field extraction -- Handle nested structures more aggressively -- Reduce strictness, increase recall - -### Step 4: Test & Benchmark -```bash -LOG_LEVEL=DEBUG python start.py -# Target: Parse >50% of responses -# Goal: Extract 10+ reviews per response -``` - -### Step 5: Pure API Mode (Optional) -- Add `--api-only` flag -- Skip DOM scraping entirely -- Make targeted API calls -- Achieve 20-30x speed improvement - -## 🎉 Conclusion - -### What We Proved -✅ API interception technology **works** -✅ Responses are being **captured** (40+ responses) -✅ Parser can **extract reviews** (3 reviews found) -✅ API provides **additional data** (+3 reviews vs DOM) -✅ System is **stable** and completes successfully - -### What Needs Work -⚠️ Parser is too conservative (only 15% success rate) -⚠️ Missing reviews in large responses (1 review from 96KB) -⚠️ Need to analyze actual Google API format - -### The Bottom Line -**The foundation is complete and working!** 🎉 - -We've successfully proven that: -1. We can intercept Google's API calls -2. We can capture the responses -3. We can parse review data from them -4. We can merge it with DOM data - -With parser tuning, we can achieve: -- **5-10x speed improvement** (realistic) -- **20-25x speed improvement** (optimistic) -- **Complete the scrape in 5-20 seconds** instead of 3 minutes - -## 📁 Test Artifacts - -- **Debug Log**: `/private/tmp/claude/.../tasks/b9566d6.output` -- **Reviews JSON**: `google_reviews.json` (247 reviews) -- **Config**: `config.yaml` (enable_api_intercept: true) - -## 🚀 Ready for Production - -The API interceptor is **production-ready** for hybrid mode: -- ✅ Captures API responses -- ✅ Parses some reviews successfully -- ✅ Adds to DOM-scraped reviews -- ✅ No crashes or errors -- ✅ Clean completion - -To unlock full speed potential: -1. Dump and analyze a sample API response -2. Tune the parser to match Google's exact format -3. Increase parse rate from 15% to 80%+ -4. Enjoy 10-25x faster scraping! 🔥 - ---- - -**Test Status**: ✅ SUCCESSFUL -**Recommendation**: Proceed with parser optimization -**Expected ROI**: 10-25x speed improvement (3 minutes → 10-20 seconds) diff --git a/CHROME_WORKER_POOLS.md b/CHROME_WORKER_POOLS.md deleted file mode 100644 index aa06c22..0000000 --- a/CHROME_WORKER_POOLS.md +++ /dev/null @@ -1,297 +0,0 @@ -# Chrome Worker Pool Implementation - -## Overview - -Implemented Chrome worker pool system to **dramatically reduce validation and scraping latency** by maintaining pre-warmed Chrome instances ready for immediate use. - -## Problem Solved - -**Before**: Each validation check took 3-5 seconds because Chrome had to: -1. Start from scratch -2. Initialize browser -3. Load page -4. Extract data -5. Shut down - -**After**: Validation checks now take **<1 second** because: -1. Chrome is already running ✅ -2. Browser is already initialized ✅ -3. Only need to navigate and extract - -## Architecture - -### Worker Pools - -Two separate pools maintained: - -1. **Validation Pool** (1 worker) - - Used for `/check-reviews` endpoint - - Fast review count checks - - Instantly available when user searches - -2. **Scraping Pool** (2 workers) - - Used for full scraping jobs - - Ready to start jobs immediately - - Can handle 2 concurrent jobs - -### Worker Lifecycle - -``` -┌─────────────────────────────────────────────────┐ -│ Application Startup │ -│ ├─ Pre-warm 1 validation worker │ -│ └─ Pre-warm 2 scraping workers │ -└─────────────────────────────────────────────────┘ - ↓ -┌─────────────────────────────────────────────────┐ -│ Worker Ready (Idle in Pool) │ -│ - Chrome running │ -│ - Maximized window │ -│ - Clean state │ -└─────────────────────────────────────────────────┘ - ↓ -┌─────────────────────────────────────────────────┐ -│ Request Arrives │ -│ └─ Acquire worker from pool (instant) │ -└─────────────────────────────────────────────────┘ - ↓ -┌─────────────────────────────────────────────────┐ -│ Worker Executes Task │ -│ - Navigate to URL │ -│ - Extract data │ -│ - Return results │ -└─────────────────────────────────────────────────┘ - ↓ -┌─────────────────────────────────────────────────┐ -│ Release Worker Back to Pool │ -│ - Clear cookies/cache/storage │ -│ - Reset to clean state │ -│ - Mark as idle │ -└─────────────────────────────────────────────────┘ - ↓ -┌─────────────────────────────────────────────────┐ -│ Background Maintenance │ -│ - Check worker age/use count │ -│ - Recycle old workers │ -│ - Maintain pool size │ -└─────────────────────────────────────────────────┘ -``` - -## Key Features - -### 1. Pre-warming on Startup - -Workers are created and ready **before** any requests arrive: - -```python -# api_server_production.py startup -await asyncio.to_thread( - start_worker_pools, - validation_size=1, - scraping_size=2, - headless=True -) -``` - -### 2. Instant Availability - -When a request arrives, worker is already running: - -```python -# Get pre-warmed worker (instant) -worker = await asyncio.to_thread(get_validation_worker, timeout=10) - -# Use immediately (no startup delay) -result = await asyncio.to_thread( - check_reviews_available, - url=url, - driver=worker.driver, # Already initialized! - return_driver=True -) -``` - -### 3. Worker Recycling - -Workers are automatically recycled to prevent memory leaks: - -- **Max age**: 1 hour (3600 seconds) -- **Max uses**: 50 operations -- After limits reached: shutdown → create fresh worker - -### 4. Background Maintenance - -Maintenance thread runs every 10 seconds: - -- Ensures pool always has required number of workers -- Creates new workers if pool is below capacity -- Monitors worker health - -### 5. Clean State Between Uses - -Each worker is reset before returning to pool: - -```python -def reset(self): - """Reset worker to clean state""" - self.driver.delete_all_cookies() - self.driver.execute_script("window.localStorage.clear();") - self.driver.execute_script("window.sessionStorage.clear();") -``` - -## Performance Impact - -### Validation Checks - -| Metric | Before | After | Improvement | -|--------|--------|-------|-------------| -| Cold start | 3-5s | N/A | - | -| Check time | 3-5s | <1s | **5x faster** | -| User wait | 3-5s | <1s | **5x better** | - -### Full Scraping - -| Metric | Before | After | Improvement | -|--------|--------|-------|-------------| -| Job start delay | 2-3s | <0.5s | **6x faster** | -| Concurrent jobs | Limited | 2 ready | Always available | - -## API Endpoints - -### Check Worker Pool Stats - -```bash -GET /pool-stats -``` - -Response: -```json -{ - "validation": { - "pool_size": 1, - "idle_workers": 1, - "active_workers": 0, - "total_workers_created": 1, - "headless": true - }, - "scraping": { - "pool_size": 2, - "idle_workers": 2, - "active_workers": 0, - "total_workers_created": 2, - "headless": true - } -} -``` - -## Resource Usage - -### Memory - -- Each Chrome worker: ~150-200 MB -- Total pool overhead: ~450-600 MB -- Trade-off: Memory for speed ✅ - -### CPU - -- Idle workers: Minimal CPU (<1%) -- Active workers: Normal scraping CPU -- Maintenance thread: Negligible - -## Files Modified - -1. **`modules/chrome_pool.py`** (NEW) - - ChromeWorker class - - ChromeWorkerPool class - - Global pool management functions - -2. **`modules/fast_scraper.py`** - - Updated `check_reviews_available()` to accept existing driver - - Added `return_driver` parameter to keep driver alive - -3. **`api_server_production.py`** - - Import chrome_pool functions - - Start/stop pools in lifespan - - Use pooled workers in `/check-reviews` endpoint - - New `/pool-stats` endpoint - -4. **`web/components/ScraperTest.tsx`** - - Changed "No Reviews to Scrape" to clickable button - - Button focuses search bar when clicked - - Better UX for retry flow - -## Configuration - -### Environment Variables - -Can be configured via environment: - -```bash -# Validation pool size (default: 1) -VALIDATION_POOL_SIZE=1 - -# Scraping pool size (default: 2) -SCRAPING_POOL_SIZE=2 - -# Worker max age in seconds (default: 3600 = 1 hour) -WORKER_MAX_AGE=3600 - -# Worker max uses (default: 50) -WORKER_MAX_USES=50 -``` - -Currently hardcoded in `api_server_production.py` but can be made configurable. - -## Monitoring - -### Check Pool Health - -```bash -curl http://localhost:8000/pool-stats -``` - -### Logs - -Workers log all operations: - -``` -INFO - Worker worker-1: Initializing Chrome... -INFO - Worker worker-1: Chrome ready -INFO - Using worker worker-1 for review check -INFO - Worker worker-1: Reset complete -INFO - Released worker-1 back to pool -``` - -## Future Enhancements - -1. **Dynamic Pool Sizing** - - Auto-scale based on load - - Increase pool when queue builds up - - Decrease when idle - -2. **Worker Health Checks** - - Periodic ping tests - - Auto-recycle unhealthy workers - - Alerts for pool degradation - -3. **Metrics Dashboard** - - Worker utilization graphs - - Response time histograms - - Pool efficiency metrics - -4. **Distributed Pools** - - Redis-backed worker coordination - - Share pools across multiple API instances - - Horizontal scaling - -## Summary - -The Chrome Worker Pool implementation provides: - -✅ **5x faster validation checks** (<1s vs 3-5s) -✅ **Instant job starts** (no cold start delay) -✅ **Better concurrency** (2 workers always ready) -✅ **Automatic maintenance** (recycling, health checks) -✅ **Resource efficient** (~500MB for 3 workers) -✅ **Production ready** (error handling, logging) - -Users now get **near-instant feedback** when searching for businesses! diff --git a/CONCURRENT_JOBS_TEST_RESULTS.md b/CONCURRENT_JOBS_TEST_RESULTS.md deleted file mode 100644 index 72cd3e1..0000000 --- a/CONCURRENT_JOBS_TEST_RESULTS.md +++ /dev/null @@ -1,329 +0,0 @@ -# ✅ Concurrent Jobs & Real Business URL - Test Results - -## Test Date: 2026-01-18 - ---- - -## 1. Concurrent Job Handling Test - -### Configuration -- **5 jobs** submitted simultaneously -- **Semaphore limit**: 5 concurrent jobs (configurable via `MAX_CONCURRENT_JOBS`) -- **Test script**: `test_concurrent_jobs.py` - -### Results - -``` -Total jobs: 5 -Successful: 5 ✅ -Failed: 0 -Average job time: 23.9s -Total wall time: 25.6s -Speedup: 4.7x faster than sequential ⚡ -``` - -### Key Findings - -✅ **Jobs run in TRUE PARALLEL** - - Wall time (25.6s) << Sum of job times (119.5s) - - Proves concurrent execution is working - -✅ **Semaphore prevents resource exhaustion** - - `job_semaphore` limits concurrent Chrome instances - - Prevents memory overflow (each job = ~500MB RAM) - - 5 concurrent jobs = ~2.5GB RAM (manageable) - -✅ **No database deadlocks** - - PostgreSQL handled 5 concurrent writes without issues - - JSONB storage performs well under concurrent load - -✅ **Production-ready** - - Set `MAX_CONCURRENT_JOBS` based on available RAM: - - 8GB server → `MAX_CONCURRENT_JOBS=10` - - 16GB server → `MAX_CONCURRENT_JOBS=20` - - 32GB server → `MAX_CONCURRENT_JOBS=40` - ---- - -## 2. Real Business URL Testing - -### Test Business: Soho Club (Vilnius, Lithuania) - -**URL Format** (required for Google Maps): -``` -https://www.google.com/maps/place/[NAME]/data=!4m7!3m6!1s[ID]!8m2!3d[LAT]!4d[LON]!16s%2Fg%2F[CODE] -``` - -### Direct Scraper Test - -```bash -$ python modules/fast_scraper.py -``` - -**Results**: -``` -✅ SUCCESS! -Reviews: 230/230 (100%) -Time: 20.7s -Speed: 11.1 reviews/sec -``` - -**Sample Reviews Retrieved**: -``` -1. John Alexander Serna Correa - 5 ⭐ -2. Diego - 3 ⭐ -3. Juan Lopez - 5 ⭐ -``` - -### Key Findings - -✅ **Scraper works perfectly** with proper URL format -✅ **GDPR consent handling** fixed for non-headless mode -✅ **Fast performance** - 230 reviews in 20.7s (same speed as original tests) -✅ **100% extraction rate** - gets ALL reviews - ---- - -## 3. GDPR Consent Fix (Implemented) - -### Problem -- Scraper was stuck on `consent.google.com` page -- Previous selector didn't work: `button[aria-label*="Accept"]` - -### Solution -Updated `modules/fast_scraper.py` (lines 119-131): - -```python -# Handle GDPR consent page (CRITICAL FIX for headless mode!) -if 'consent.google.com' in driver.current_url: - try: - # Find all form buttons and click "Accept all" / "Aceptar todo" - form_btns = driver.find_elements(By.CSS_SELECTOR, 'form button') - for btn in form_btns: - btn_text = (btn.text or '').lower() - if 'aceptar todo' in btn_text or 'accept all' in btn_text: - log.info(f"Clicking GDPR consent: {btn.text}") - btn.click() - time.sleep(2) - break - else: - # Fallback: click second button (usually "Accept all") - if len(form_btns) >= 2: - log.info("Using fallback: clicking second form button") - form_btns[1].click() - time.sleep(2) - except Exception as e: - log.warning(f"GDPR consent handling failed: {e}") -``` - -**Result**: ✅ GDPR consent now handled correctly - ---- - -## 4. Headless Mode Limitation (Known Issue) - -### Status -⚠️ **Headless mode has issues with Google Maps** - -### Problem -- UC (undetected-chromedriver) + headless mode → URL gets mangled -- Example: `place/Soho+Club/@...` becomes `place//@...` -- Google Maps doesn't load business data with mangled URL - -### Current Solution -**Use non-headless mode** (`headless=False`) for production - -### Why This Works -- Non-headless mode: ✅ 230 reviews in 20.7s -- Still fast and reliable -- Browser window runs in background -- Can use `xvfb` on Linux servers for virtual display - -### Future Options -1. **Use Xvfb on Linux** - virtual framebuffer (no visible window) -2. **Try different UC settings** - may need upstream fix in seleniumbase -3. **Alternative: Selenium Stealth** - different bot detection bypass - -### Recommendation for Production -```python -# Production configuration -fast_scrape_reviews( - url=url, - headless=False, # Use non-headless for reliability - max_scrolls=999999 # Unlimited (stops on idle detection) -) - -# On Linux servers, use Xvfb: -# Xvfb :99 -screen 0 1920x1080x24 & -# export DISPLAY=:99 -# python api_server_production.py -``` - ---- - -## 5. Production API Code Changes - -### Added Concurrency Limit - -**File**: `api_server_production.py` (lines 37-39, 375-377) - -```python -# Global concurrent job limiter -MAX_CONCURRENT_JOBS = int(os.getenv('MAX_CONCURRENT_JOBS', '5')) -job_semaphore = asyncio.Semaphore(MAX_CONCURRENT_JOBS) - -async def run_scraping_job(job_id: UUID): - """Run scraping job with concurrency limit""" - async with job_semaphore: # Limits concurrent Chrome instances - try: - await db.update_job_status(job_id, JobStatus.RUNNING) - # ... rest of job execution -``` - -### Environment Variables - -```bash -# .env file -MAX_CONCURRENT_JOBS=5 # Limit concurrent Chrome instances -API_BASE_URL=http://localhost:8000 -DATABASE_URL=postgresql://user:pass@localhost:5432/scraper -``` - ---- - -## 6. URL Format Requirements - -### ✅ WORKING URL Format - -Full Google Maps URL with `data=!4m7...` parameters: - -``` -https://www.google.com/maps/place/Business+Name/data=!4m7!3m6!1s0xID:0xID2!8m2!3dLAT!4dLON!16s%2Fg%2FCODE -``` - -Example: -``` -https://www.google.com/maps/place/Soho+Club/data=!4m7!3m6!1s0x46dd947294b213bf:0x864c7a232527adb4!8m2!3d54.67869!4d25.2667181!16s%2Fg%2F1thhj5ml!19sChIJvxOylHKU3UYRtK0nJSN6TIY?authuser=0&hl=es&rclk=1 -``` - -### ❌ NOT WORKING (Simplified URLs) - -These don't work reliably: -``` -# Too simple - missing data parameters -https://www.google.com/maps/place/Business+Name/@LAT,LON,17z - -# No business ID -https://www.google.com/maps/@LAT,LON,17z -``` - -### How to Get Correct URL - -1. Go to Google Maps -2. Search for business -3. Copy full URL from browser address bar -4. URL should include `data=!4m7...` parameters - ---- - -## 7. Performance Summary - -### Single Job (Real Business) -``` -Reviews: 230 -Time: 20.7s -Speed: 11.1 reviews/sec -Success rate: 100% -Mode: Non-headless -``` - -### Concurrent Jobs (5 simultaneous) -``` -Total jobs: 5 -Total reviews: N/A (test URLs had no reviews) -Wall time: 25.6s -Average job time: 23.9s -Speedup: 4.7x vs sequential -Success rate: 100% -``` - -### Scalability -``` -Single server (16GB RAM): -- Max concurrent jobs: ~20 -- Throughput: ~50 reviews/sec (with 20 concurrent jobs) -- Can handle: 4,320,000 reviews/day -- Or: 180,000 jobs/day (assuming 24 reviews avg per business) -``` - ---- - -## 8. Next Steps - -### Immediate (Ready to Use) -- ✅ Concurrent job handling works -- ✅ Real business URL scraping works -- ✅ GDPR consent handling works -- ✅ PostgreSQL storage works - -### Production Deployment -1. Set `headless=False` in production config -2. Use Xvfb on Linux servers for virtual display: - ```bash - apt-get install xvfb - Xvfb :99 -screen 0 1920x1080x24 & - export DISPLAY=:99 - ``` -3. Configure `MAX_CONCURRENT_JOBS` based on RAM -4. Deploy with Docker Compose - -### Optional Improvements (Phase 2) -- Redis queue for better job distribution -- Worker pool architecture -- Auto-scaling based on queue size -- Fix headless mode (investigate UC alternatives) - ---- - -## 9. Test Files Created - -``` -test_concurrent_jobs.py # Tests 5 simultaneous jobs -CONCURRENT_JOBS_TEST_RESULTS.md # This file -``` - -### Running Tests - -```bash -# Test concurrent jobs -python test_concurrent_jobs.py - -# Test direct scraper with real URL -python -c " -import sys -sys.path.append('.') -from modules.fast_scraper import fast_scrape_reviews -url = 'https://www.google.com/maps/place/Soho+Club/data=...' -result = fast_scrape_reviews(url, headless=False) -print(f'Reviews: {result[\"count\"]}, Time: {result[\"time\"]:.1f}s') -" -``` - ---- - -## ✅ Conclusion - -**Production API is ready!** - -- ✅ Fast scraping (20.7s for 230 reviews) -- ✅ Concurrent job handling (4.7x speedup) -- ✅ PostgreSQL JSONB storage -- ✅ Webhook notifications -- ✅ Canary health checks -- ✅ GDPR consent handling - -**Limitation**: Use `headless=False` for reliability (use Xvfb on servers) - -**Capacity**: Single 16GB server can handle 180,000 jobs/day - -🚀 **Ready for production deployment!** diff --git a/CONTAINERIZED_SOLUTION_SUMMARY.md b/CONTAINERIZED_SOLUTION_SUMMARY.md deleted file mode 100644 index 27414a6..0000000 --- a/CONTAINERIZED_SOLUTION_SUMMARY.md +++ /dev/null @@ -1,494 +0,0 @@ -# ✅ Containerized Solution - Complete! - -## Problem Solved: Running Chrome in Docker Container - -### The Challenge -- **Headless mode** (headless=True) + **UC mode** = URL mangling ❌ -- Google Maps URLs get corrupted: `place/Business/@...` → `place//@...` -- Result: 0 reviews scraped - -### The Solution -**Run Chrome with Xvfb (virtual display) inside Docker container** ✅ - -``` -Docker Container -├── Xvfb :99 (virtual X11 display) -├── Chromium (non-headless, uses virtual display) -└── Python API Server -``` - -**Result**: Chrome thinks it's running normally, but everything is isolated in container! - ---- - -## What Was Built - -### 1. Updated Dockerfile - -**Key additions**: -- ✅ Xvfb (X virtual framebuffer) -- ✅ Chromium browser -- ✅ All Chrome dependencies -- ✅ Startup script (launches Xvfb before API) - -```dockerfile -# Install Xvfb for virtual display -RUN apt-get install -y xvfb - -# Install Chromium (works on all CPU architectures) -RUN apt-get install -y chromium chromium-driver - -# Create startup script -RUN echo '#!/bin/bash -Xvfb :99 -screen 0 1920x1080x24 & -export DISPLAY=:99 -sleep 2 -exec python api_server_production.py -' > /app/start.sh && chmod +x /app/start.sh - -# Set environment -ENV DISPLAY=:99 -ENV CHROME_BIN=/usr/bin/chromium -``` - -### 2. Updated docker-compose.yml - -**Chrome-specific configurations**: -```yaml -services: - api: - shm_size: 2gb # Chrome needs shared memory - cap_add: - - SYS_ADMIN # Chrome sandboxing capability - security_opt: - - seccomp:unconfined # Allow Chrome syscalls - environment: - - DISPLAY=:99 - - CHROME_BIN=/usr/bin/chromium - - MAX_CONCURRENT_JOBS=5 -``` - -### 3. Test Script - -**File**: `test_docker_chrome.py` - -Verifies: -- ✅ Xvfb is running -- ✅ Chrome can start -- ✅ GDPR consent handling works -- ✅ Reviews are scraped successfully - -### 4. Documentation - -**Files created**: -- `DOCKER_CHROME_SETUP.md` - Complete deployment guide -- `CONTAINERIZED_SOLUTION_SUMMARY.md` - This file -- `CONCURRENT_JOBS_TEST_RESULTS.md` - Performance testing results - ---- - -## How It Works - -### Startup Sequence - -1. **Docker container starts** - ```bash - docker-compose up -d - ``` - -2. **start.sh script executes** - ```bash - # Start Xvfb on display :99 - Xvfb :99 -screen 0 1920x1080x24 & - - # Set display environment - export DISPLAY=:99 - - # Wait for Xvfb - sleep 2 - - # Start API server - python api_server_production.py - ``` - -3. **API server starts** - - PostgreSQL connection established - - Health check system started - - Webhook dispatcher started - - Server listens on port 8000 - -4. **Chrome usage** - - SeleniumBase launches Chrome with `headless=False` - - Chrome connects to virtual display `:99` - - Works perfectly - no URL mangling! - ---- - -## Quick Start - -### Build Container - -```bash -# Navigate to project -cd google-reviews-scraper-pro - -# Build image (~5 minutes first time) -docker-compose -f docker-compose.production.yml build - -# Start services -docker-compose -f docker-compose.production.yml up -d - -# Check logs -docker-compose -f docker-compose.production.yml logs -f api -``` - -### Test Chrome in Container - -```bash -# Run test script inside container -docker-compose -f docker-compose.production.yml exec api python test_docker_chrome.py -``` - -**Expected output**: -``` -====================================================================== -Testing Chrome in Docker Container -====================================================================== -✅ Chrome initialized successfully -✅ Loaded: https://www.google.com/maps/... -✅ Clicking GDPR consent -✅ Reviews found: 230 -✅ SUCCESS! Chrome + Xvfb working in container! -``` - -### Submit Real Job - -```bash -curl -X POST "http://localhost:8000/scrape" \ - -H "Content-Type: application/json" \ - -d '{ - "url": "https://www.google.com/maps/place/Soho+Club/data=!4m7!3m6!1s0x46dd947294b213bf:0x864c7a232527adb4!8m2!3d54.67869!4d25.2667181!16s%2Fg%2F1thhj5ml" - }' | jq .job_id - -# Wait ~25s, then get results -curl "http://localhost:8000/jobs/{JOB_ID}" | jq -``` - ---- - -## Performance Results - -### Without Container (Local Testing) -``` -Chrome: Non-headless -Reviews: 230/230 -Time: 20.7s -Success rate: 100% -``` - -### With Container (Docker + Xvfb) -``` -Chrome: Non-headless (via Xvfb) -Reviews: 230/230 (expected) -Time: ~22-25s (similar performance) -Success rate: 100% -Memory: ~500MB per job -``` - -### Concurrent Jobs (5 simultaneous) -``` -Total jobs: 5 -Wall time: 25.6s -Average per job: 23.9s -Speedup: 4.7x vs sequential -Success rate: 100% -Total memory: ~2.5GB (5 × 500MB) -``` - ---- - -## Architecture Comparison - -### Before (Local Non-Container) -``` -┌─────────────────────────┐ -│ Host Machine │ -│ ├── Python │ -│ ├── Chrome (visible) │ -│ └── PostgreSQL │ -└─────────────────────────┘ - -Issues: -- ❌ Headless mode doesn't work (URL mangling) -- ⚠️ Chrome windows visible on screen -- ⚠️ Not portable -``` - -### After (Containerized) -``` -┌─────────────────────────────────────┐ -│ Docker Container │ -│ ├── Xvfb :99 (virtual display) │ -│ ├── Chromium (uses Xvfb) │ -│ └── Python API Server │ -└─────────────────────────────────────┘ - ↓ network -┌─────────────────────────────────────┐ -│ Docker Container (Database) │ -│ └── PostgreSQL │ -└─────────────────────────────────────┘ - -Benefits: -- ✅ Works perfectly (no URL mangling) -- ✅ No visible windows -- ✅ Portable (runs anywhere) -- ✅ Isolated environment -- ✅ Easy to scale -``` - ---- - -## Deployment Options - -### Option 1: Single Server - -```bash -# On any Linux server with Docker -docker-compose -f docker-compose.production.yml up -d -``` - -**Capacity**: -- 8GB RAM → 5 concurrent jobs → ~25 jobs/min -- 16GB RAM → 10 concurrent jobs → ~50 jobs/min -- 32GB RAM → 20 concurrent jobs → ~100 jobs/min - -### Option 2: Kubernetes (High Scale) - -```yaml -apiVersion: apps/v1 -kind: Deployment -metadata: - name: scraper-api -spec: - replicas: 5 # 5 pods - template: - spec: - containers: - - name: api - image: your-registry/scraper-api:latest - resources: - limits: - memory: "4Gi" - cpu: "2" - securityContext: - capabilities: - add: ["SYS_ADMIN"] -``` - -**Capacity**: -- 5 pods × 10 jobs/pod = 50 concurrent jobs -- ~250 jobs/min throughput -- Auto-scales based on load - -### Option 3: Cloud Platforms - -**AWS ECS**: -```bash -# Upload image to ECR -docker tag scraper-api:latest 123456.dkr.ecr.us-east-1.amazonaws.com/scraper -docker push 123456.dkr.ecr.us-east-1.amazonaws.com/scraper - -# Deploy via ECS Task Definition -``` - -**Google Cloud Run**: -```bash -# Deploy (serverless, auto-scales) -gcloud run deploy scraper-api \ - --image gcr.io/project/scraper-api \ - --memory 2Gi \ - --cpu 2 \ - --allow-unauthenticated -``` - ---- - -## Resource Requirements - -### Per Container Instance - -``` -RAM: 2-4GB (base + concurrent jobs) - - Base system: 500MB - - Each concurrent job: ~500MB - - For 5 jobs: 2.5GB total - -CPU: 1-2 cores - - Scraping is I/O bound (waiting for page loads) - - More CPU = faster scrolling/rendering - -Disk: 5GB - - Base image: ~2GB - - PostgreSQL data: grows over time -``` - -### Scaling Examples - -| Server Size | Containers | Jobs/Container | Total Throughput | -|-------------|-----------|----------------|------------------| -| 8GB / 2 CPU | 1 | 5 | ~25/min | -| 16GB / 4 CPU| 2 | 5 | ~50/min | -| 32GB / 8 CPU| 4 | 5 | ~100/min | -| 64GB / 16 CPU| 8 | 5 | ~200/min | - ---- - -## Key Files Modified/Created - -### Modified -- ✅ `Dockerfile` - Added Xvfb + Chromium + startup script -- ✅ `docker-compose.production.yml` - Added Chrome capabilities -- ✅ `.env.example` - Added MAX_CONCURRENT_JOBS -- ✅ `modules/fast_scraper.py` - Fixed GDPR consent handling - -### Created -- ✅ `test_docker_chrome.py` - Container Chrome testing -- ✅ `DOCKER_CHROME_SETUP.md` - Complete deployment guide -- ✅ `CONTAINERIZED_SOLUTION_SUMMARY.md` - This summary -- ✅ `CONCURRENT_JOBS_TEST_RESULTS.md` - Performance results - ---- - -## Troubleshooting - -### Container won't start -```bash -# Check logs -docker-compose logs api - -# Common issues: -# - Port 8000 in use → Change PORT in .env -# - Database not ready → Wait for health check -``` - -### Chrome fails -```bash -# Enter container -docker-compose exec api bash - -# Check Xvfb -ps aux | grep Xvfb - -# Check display -echo $DISPLAY # Should show :99 - -# Test Chrome manually -chromium --version -``` - -### Low performance -```bash -# Increase shared memory -# In docker-compose.yml: -shm_size: 4gb # Instead of 2gb - -# Reduce concurrent jobs -# In .env: -MAX_CONCURRENT_JOBS=3 # Lower from 5 -``` - ---- - -## Next Steps - -### Immediate -1. ✅ Build image: `docker-compose build` -2. ✅ Start services: `docker-compose up -d` -3. ✅ Test: `docker-compose exec api python test_docker_chrome.py` -4. ✅ Submit job via API - -### Production -1. Deploy to cloud VM (AWS EC2, GCP Compute, etc.) -2. Configure reverse proxy (nginx) -3. Setup SSL certificate -4. Configure monitoring (health endpoints) -5. Setup auto-scaling (Kubernetes/ECS) - -### Optional Enhancements -- Redis queue for job distribution -- Worker pool architecture -- Prometheus metrics -- Grafana dashboards -- Horizontal auto-scaling - ---- - -## Comparison: Before vs After - -### Before Container Solution - -| Aspect | Status | Notes | -|--------|--------|-------| -| Headless mode | ❌ Broken | URL mangling issue | -| Deployment | ⚠️ Manual | Install Chrome, Xvfb manually | -| Portability | ❌ Low | Host-dependent | -| Scaling | ⚠️ Hard | Manual server setup | - -### After Container Solution - -| Aspect | Status | Notes | -|--------|--------|-------| -| Headless mode | ✅ Works | Via Xvfb virtual display | -| Deployment | ✅ Easy | `docker-compose up` | -| Portability | ✅ High | Runs anywhere with Docker | -| Scaling | ✅ Easy | Replicate containers | - ---- - -## Success Metrics - -✅ **Docker image builds** (~5 min build time) -✅ **Xvfb starts** in container -✅ **Chromium launches** successfully -✅ **GDPR consent** handled correctly -✅ **Reviews scraped** (230 in ~22s) -✅ **Concurrent jobs** work (5 simultaneous) -✅ **PostgreSQL** storage working -✅ **Webhooks** delivery working -✅ **Health checks** operational - ---- - -## Conclusion - -### What We Achieved - -🎯 **Solved the headless mode problem** by using Xvfb virtual display -🎯 **Containerized the entire application** with Chrome + dependencies -🎯 **Verified concurrent job handling** (4.7x speedup) -🎯 **Tested with real business URLs** (230 reviews in 20-25s) -🎯 **Production-ready deployment** via Docker Compose -🎯 **Complete documentation** for deployment and operation - -### Production Status - -✅ **Ready to deploy!** - -The containerized solution: -- Runs Chrome reliably in containers -- Handles GDPR consent automatically -- Scrapes reviews at full speed (11 reviews/sec) -- Supports concurrent jobs (up to hardware limits) -- Scales horizontally (add more containers) -- Works on any cloud platform - -### Quick Deploy Command - -```bash -# Deploy to production in 3 commands: -docker-compose -f docker-compose.production.yml build -docker-compose -f docker-compose.production.yml up -d -curl http://localhost:8000/health/detailed -``` - -🐳 **Containerized scraper is production-ready!** 🚀 diff --git a/DATA_STRUCTURE_ANALYSIS.md b/DATA_STRUCTURE_ANALYSIS.md deleted file mode 100644 index 467faf2..0000000 --- a/DATA_STRUCTURE_ANALYSIS.md +++ /dev/null @@ -1,145 +0,0 @@ -# Review Data Structure Analysis - -## ✅ Current Data Types (All Correct) - -Based on analysis of scraped reviews from the API: - -```typescript -interface Review { - author: string; // ✓ string - rating: number; // ✓ number (not string!) - text: string | null; // ✓ string or null - date_text: string; // ✓ string (relative dates) - avatar_url: string | null; // ✓ string or null - profile_url: string | null; // ✓ string or null - review_id: string; // ✓ string -} -``` - -**All API data types match the TypeScript interface - no conversion needed!** - -## 🐛 Bug Found & Fixed - -### Issue: Date Parsing - -**Problem:** The `parseDateText()` function used `parseInt(text)` which returns `NaN` for strings like "Hace 2 semanas", then defaulted to `1` via `|| 1`. This caused: - -- "Hace 2 semanas" (2 weeks ago) → parsed as **1 week ago** ❌ -- "Hace 6 años" (6 years ago) → parsed as **1 year ago** ❌ -- "Hace un año" (1 year ago) → parsed as **1 year ago** ✓ (correct by accident) - -**Root cause:** `parseInt("Hace 2 semanas")` = `NaN`, and `NaN || 1` = `1` - -**Fix:** Added `extractNumber()` function that uses regex to extract the number: - -```typescript -function extractNumber(text: string): number { - const match = text.match(/\d+/); - if (match) return parseInt(match[0]); - // Handle Spanish "un/una" (one) - if (text.includes('un ') || text.includes('una ')) return 1; - return 1; -} -``` - -### Verified Results - -``` -Date: "Hace 2 semanas" → 2026-01-04 ✓ -Date: "Hace 2 meses" → 2025-11-18 ✓ -Date: "Hace un año" → 2025-01-18 ✓ -Date: "Hace 6 años" → 2020-01-18 ✓ -``` - -## 📅 Date Format Patterns Found - -### Standard Formats -- `"Hace X semanas"` - X weeks ago -- `"Hace X meses"` - X months ago -- `"Hace X años"` - X years ago -- `"Hace un año"` - 1 year ago (special case: "un" instead of "1") - -### Edited Review Format -- `"Fecha de edición: Hace X meses"` - Edited X months ago - -### Date Range Distribution (from 244 reviews) -- **Last week:** ~2 reviews -- **Last month:** ~5-7 reviews -- **Last year:** ~30-40 reviews -- **1-2 years:** ~20-30 reviews -- **2+ years:** ~150+ reviews - -## ⚠️ Imprecision Considerations - -### Current Approach -Relative dates like "Hace 2 meses" are converted to **exact dates** (e.g., exactly 2 months ago from today). - -### Limitation -- "Hace 2 meses" could mean anywhere from 2.0 to 2.99 months ago -- This introduces a ~±15 day margin of error for month boundaries -- Similar issues with "Hace un año" (could be 1.0 to 1.99 years) - -### Potential Improvements - -#### Option 1: Conservative Filtering (Current Implementation) -- Treat "Hace 2 meses" as exactly 2 months ago -- Simple, fast, slightly underestimates recency -- **Status: ✓ Implemented** - -#### Option 2: Range-Based Filtering -```typescript -// Consider "Hace 2 meses" as a range: [2 months, 3 months) -// Include in "last month" filter if lower bound < 1 month -``` -- More accurate for boundary cases -- More complex implementation -- May include slightly older reviews - -#### Option 3: Add Buffer Zones -```typescript -// Add 10% buffer to cutoff dates -const monthAgo = new Date(); -monthAgo.setMonth(monthAgo.getMonth() - 1.1); // Include slight overlap -``` -- Catches boundary cases -- Simple to implement -- May include some false positives - -### Recommendation -**Keep current implementation** (Option 1) because: -1. Date strings are already approximate ("Hace 2 meses" vs exact date) -2. Users expect "Last Month" to mean roughly 30 days, not exactly -3. Performance is better with simple date math -4. The error margin is acceptable for review analytics - -## 🎯 Filter Accuracy - -With the fixed parsing, date filters now work correctly: - -| Filter | Cutoff Date | Expected Coverage | -|--------|------------|------------------| -| Last Week | 7 days ago | ~0-3 reviews | -| Last Month | 30 days ago | ~5-10 reviews | -| Last Year | 365 days ago | ~30-50 reviews | -| All Time | No limit | All 244 reviews | - -## 🔍 Additional Data Quality Notes - -1. **Rating is numeric:** Already a number (1-5), no parsing needed -2. **Duplicate review_ids:** Some reviews share the same `review_id`, hence the key change to `${index}-${review_id}` -3. **Null text:** Some reviews have `text: null` - handled with `|| 'No review text'` -4. **Avatar URLs:** Most reviews have avatar images (~90%+) -5. **Spanish language:** All dates in Spanish, handled by parsing logic - -## 📊 Type Safety Checklist - -- [x] Review interface matches API response -- [x] Rating is number type (not string) -- [x] Date parsing extracts numbers correctly -- [x] Null values handled for text, avatar_url, profile_url -- [x] Timeline data points typed correctly -- [x] Date range type defined ('week' | 'month' | 'year' | 'all') - -## ✨ Status: FIXED - -The date filtering now works correctly with proper number extraction from Spanish date strings. All data types are validated and match the API schema. diff --git a/DEPLOYMENT_GUIDE.md b/DEPLOYMENT_GUIDE.md deleted file mode 100644 index f4016a4..0000000 --- a/DEPLOYMENT_GUIDE.md +++ /dev/null @@ -1,604 +0,0 @@ -# Production Deployment Guide -## Phase 1: PostgreSQL + Webhooks + Health Checks - ---- - -## ��️ What's Included - -### Phase 1 Features: -- ✅ **PostgreSQL Storage** - Job metadata + reviews as JSONB -- ✅ **Webhooks** - Async notifications with retry logic and HMAC signatures -- ✅ **Smart Health Checks** - Canary testing every 4 hours to verify scraping works -- ✅ **Fast Scraper** - 18.9s average scraping time (8.2x faster) -- ✅ **Docker Deployment** - Easy deployment with Docker Compose - ---- - -## 🚀 Quick Start (Docker) - -### 1. Clone and Configure - -```bash -# Copy environment file -cp .env.example .env - -# Edit .env with your settings -nano .env -``` - -### 2. Start Services - -```bash -# Build and start all services -docker-compose -f docker-compose.production.yml up -d - -# Check logs -docker-compose -f docker-compose.production.yml logs -f api -``` - -### 3. Verify Health - -```bash -# Check if API is running -curl http://localhost:8000/ - -# Check detailed health -curl http://localhost:8000/health/detailed | jq -``` - -**Done!** API is running on `http://localhost:8000` - ---- - -## 🔧 Manual Installation - -### 1. Install Dependencies - -```bash -# Install Python dependencies -pip install -r requirements-production.txt - -# Install PostgreSQL -# On macOS: -brew install postgresql@15 -brew services start postgresql@15 - -# On Ubuntu: -sudo apt-get install postgresql-15 -``` - -### 2. Setup Database - -```bash -# Create database and user -psql postgres -CREATE DATABASE scraper; -CREATE USER scraper WITH PASSWORD 'scraper123'; -GRANT ALL PRIVILEGES ON DATABASE scraper TO scraper; -\q -``` - -### 3. Configure Environment - -```bash -# Set environment variables -export DATABASE_URL="postgresql://scraper:scraper123@localhost:5432/scraper" -export API_BASE_URL="http://localhost:8000" -``` - -### 4. Run Server - -```bash -python api_server_production.py -``` - -Server runs on `http://localhost:8000` - ---- - -## 📡 API Usage - -### 1. Submit Job with Webhook - -```bash -curl -X POST "http://localhost:8000/scrape" \ - -H "Content-Type: application/json" \ - -d '{ - "url": "https://www.google.com/maps/place/YOUR_BUSINESS_URL", - "webhook_url": "https://your-server.com/webhook", - "webhook_secret": "your-secret-key" - }' -``` - -**Response:** -```json -{ - "job_id": "550e8400-e29b-41d4-a716-446655440000", - "status": "started" -} -``` - -### 2. Check Status - -```bash -curl "http://localhost:8000/jobs/550e8400-e29b-41d4-a716-446655440000" | jq -``` - -### 3. Receive Webhook (When Complete) - -Your webhook endpoint will receive: - -```json -POST https://your-server.com/webhook -Headers: - X-Webhook-Signature: sha256=abc123... - X-Webhook-Timestamp: 1705582800 - -Body: -{ - "event": "job.completed", - "job_id": "550e8400-e29b-41d4-a716-446655440000", - "status": "completed", - "reviews_count": 244, - "scrape_time": 18.9, - "reviews_url": "http://localhost:8000/jobs/550e8400-.../reviews", - "timestamp": "2026-01-18T10:30:00Z" -} -``` - -### 4. Verify Webhook Signature - -```python -import hmac -import hashlib - -def verify_webhook(payload: str, signature: str, secret: str) -> bool: - """Verify webhook signature""" - expected = signature.split("sha256=", 1)[1] - computed = hmac.new( - secret.encode(), - payload.encode(), - hashlib.sha256 - ).hexdigest() - - return hmac.compare_digest(expected, computed) - -# In your webhook handler: -@app.post("/webhook") -async def handle_webhook(request: Request): - payload = await request.body() - signature = request.headers.get("X-Webhook-Signature") - - if not verify_webhook(payload.decode(), signature, WEBHOOK_SECRET): - raise HTTPException(status_code=401, detail="Invalid signature") - - # Process webhook... - data = await request.json() - job_id = data['job_id'] - - # Download reviews - reviews = requests.get(data['reviews_url']).json() - print(f"Got {len(reviews['reviews'])} reviews for job {job_id}") -``` - -### 5. Get Reviews - -```bash -curl "http://localhost:8000/jobs/550e8400-e29b-41d4-a716-446655440000/reviews" | jq -``` - ---- - -## 🏥 Health Checks - -### Liveness (Is server alive?) - -```bash -curl http://localhost:8000/health/live -``` - -**Use**: Kubernetes liveness probe (restart if fails) - -### Readiness (Can handle traffic?) - -```bash -curl http://localhost:8000/health/ready -``` - -**Use**: Kubernetes readiness probe (remove from load balancer if fails) - -### Canary (Does scraping work?) - -```bash -curl http://localhost:8000/health/canary -``` - -**Use**: External monitoring (PagerDuty alerts) - -**How it works**: -- Runs real scrape test every 4 hours on test URL -- Verifies Chrome, selectors, GDPR handling all work -- Alerts if 3 consecutive failures - -### Detailed Health - -```bash -curl http://localhost:8000/health/detailed | jq -``` - -**Example response:** -```json -{ - "status": "healthy", - "components": { - "liveness": { - "status": "alive" - }, - "readiness": { - "status": "ready", - "checks": { - "database": {"healthy": true} - } - }, - "canary": { - "status": "healthy", - "last_success": "2026-01-18T10:00:00Z", - "age_minutes": 30, - "consecutive_failures": 0 - } - } -} -``` - ---- - -## 📊 Monitoring - -### View Canary History - -```bash -# Connect to database -docker-compose -f docker-compose.production.yml exec db psql -U scraper - -# Query canary results -SELECT - timestamp, - success, - reviews_count, - scrape_time, - error_message -FROM canary_results -ORDER BY timestamp DESC -LIMIT 10; -``` - -### View Job Statistics - -```bash -curl http://localhost:8000/stats | jq -``` - -**Response:** -```json -{ - "total_jobs": 150, - "pending": 2, - "running": 3, - "completed": 140, - "failed": 5, - "cancelled": 0, - "avg_scrape_time": 19.2, - "total_reviews": 34560 -} -``` - -### View Webhook Delivery Stats - -```sql --- Connect to database -SELECT - j.job_id, - j.webhook_url, - COUNT(w.id) as attempts, - SUM(CASE WHEN w.success THEN 1 ELSE 0 END) as successful, - MAX(w.timestamp) as last_attempt -FROM jobs j -LEFT JOIN webhook_attempts w ON j.job_id = w.job_id -WHERE j.webhook_url IS NOT NULL -GROUP BY j.job_id, j.webhook_url -ORDER BY last_attempt DESC -LIMIT 10; -``` - ---- - -## 🐳 Docker Commands - -### Start Services - -```bash -docker-compose -f docker-compose.production.yml up -d -``` - -### Stop Services - -```bash -docker-compose -f docker-compose.production.yml down -``` - -### View Logs - -```bash -# All services -docker-compose -f docker-compose.production.yml logs -f - -# Just API -docker-compose -f docker-compose.production.yml logs -f api - -# Just database -docker-compose -f docker-compose.production.yml logs -f db -``` - -### Restart Services - -```bash -docker-compose -f docker-compose.production.yml restart api -``` - -### Access Database - -```bash -docker-compose -f docker-compose.production.yml exec db psql -U scraper -``` - -### Backup Database - -```bash -docker-compose -f docker-compose.production.yml exec db pg_dump -U scraper scraper > backup.sql -``` - -### Restore Database - -```bash -docker-compose -f docker-compose.production.yml exec -T db psql -U scraper scraper < backup.sql -``` - ---- - -## 🔐 Security - -### Webhook Signatures - -All webhooks include HMAC-SHA256 signatures: - -``` -X-Webhook-Signature: sha256=abc123def456... -X-Webhook-Timestamp: 1705582800 -``` - -**Always verify signatures** in your webhook handler! - -### Environment Variables - -Store secrets in `.env` file (never commit to git): - -```bash -# .env -DB_PASSWORD=strong_random_password_here -WEBHOOK_SECRET=another_strong_secret_here -``` - -### HTTPS in Production - -Always use HTTPS URLs for: -- API_BASE_URL -- webhook_url parameters - ---- - -## 📈 Scaling - -### Vertical Scaling (Single Server) - -```yaml -# docker-compose.production.yml -services: - api: - deploy: - resources: - limits: - cpus: '2' - memory: 4G -``` - -### Horizontal Scaling (Multiple Workers) - -Phase 2 will add Redis queue for distributing jobs across multiple workers: - -``` -Load Balancer - ↓ -API Servers (3 replicas) - ↓ -Redis Queue - ↓ -Workers (10 replicas) - ↓ -PostgreSQL -``` - ---- - -## 🚨 Alerting - -### Slack Alerts - -Set environment variable: - -```bash -export SLACK_WEBHOOK_URL="https://hooks.slack.com/services/YOUR/WEBHOOK/URL" -``` - -Canary failures will automatically post to Slack: - -``` -🚨 CRITICAL: Scraper canary failed 3 times in a row! -Last error: Timeout after 60 seconds -``` - -### Email Alerts (TODO) - -Future enhancement - integrate with SMTP or SendGrid. - -### PagerDuty (TODO) - -Future enhancement - integrate with PagerDuty API. - ---- - -## 🧪 Testing - -### Test Webhook Locally - -Use webhook.site or ngrok: - -```bash -# Start ngrok -ngrok http 8000 - -# Use ngrok URL as webhook -curl -X POST "http://localhost:8000/scrape" \ - -H "Content-Type: application/json" \ - -d '{ - "url": "https://maps.google.com/...", - "webhook_url": "https://your-id.ngrok.io/webhook" - }' -``` - -### Test Health Checks - -```bash -# Should return 200 -curl -f http://localhost:8000/health/live || echo "FAILED" - -# Should return 200 -curl -f http://localhost:8000/health/ready || echo "FAILED" - -# May return 503 if no canary run yet -curl http://localhost:8000/health/canary -``` - ---- - -## 📝 Database Schema - -### Jobs Table - -```sql -CREATE TABLE jobs ( - job_id UUID PRIMARY KEY, - status VARCHAR(20) NOT NULL, - url TEXT NOT NULL, - webhook_url TEXT, - webhook_secret TEXT, - created_at TIMESTAMP NOT NULL, - started_at TIMESTAMP, - completed_at TIMESTAMP, - reviews_count INTEGER, - reviews_data JSONB, -- All reviews stored here! - scrape_time REAL, - error_message TEXT, - metadata JSONB -); -``` - -### Canary Results Table - -```sql -CREATE TABLE canary_results ( - id SERIAL PRIMARY KEY, - timestamp TIMESTAMP NOT NULL, - success BOOLEAN NOT NULL, - reviews_count INTEGER, - scrape_time REAL, - error_message TEXT, - metadata JSONB -); -``` - -### Webhook Attempts Table - -```sql -CREATE TABLE webhook_attempts ( - id SERIAL PRIMARY KEY, - job_id UUID NOT NULL, - attempt_number INTEGER NOT NULL, - timestamp TIMESTAMP NOT NULL, - success BOOLEAN NOT NULL, - status_code INTEGER, - error_message TEXT, - response_time_ms REAL -); -``` - ---- - -## 🎯 Next Steps (Phase 2) - -Phase 2 will add: -- ✅ **Redis Queue** - Distribute jobs across multiple workers -- ✅ **Worker Processes** - Separate API from scraping -- ✅ **Auto-scaling** - Kubernetes HPA based on queue length -- ✅ **SSE Streaming** - Real-time progress updates (optional) - ---- - -## 🐛 Troubleshooting - -### Database Connection Errors - -```bash -# Check database is running -docker-compose -f docker-compose.production.yml ps db - -# Check connection -psql postgresql://scraper:scraper123@localhost:5432/scraper -c "SELECT 1" -``` - -### Canary Always Failing - -Check canary test URL is accessible: - -```bash -curl -I "https://www.google.com/maps/place/Soho+Factory/@54.6738155,25.2595844,17z/" -``` - -Try a different test URL in .env: -``` -CANARY_TEST_URL=https://www.google.com/maps/place/YOUR_STABLE_BUSINESS -``` - -### Webhooks Not Delivered - -Check webhook attempts table: - -```sql -SELECT * FROM webhook_attempts -WHERE job_id = '550e8400-e29b-41d4-a716-446655440000' -ORDER BY timestamp DESC; -``` - -Check webhook dispatcher is running: - -```bash -docker-compose -f docker-compose.production.yml logs -f api | grep "webhook" -``` - ---- - -**Your production microservice is ready!** 🚀 - -For questions or issues, check: -- Server logs: `docker-compose logs -f api` -- Database: `docker-compose exec db psql -U scraper` -- Health checks: `curl http://localhost:8000/health/detailed` diff --git a/DOCKER_CHROME_SETUP.md b/DOCKER_CHROME_SETUP.md deleted file mode 100644 index 4034870..0000000 --- a/DOCKER_CHROME_SETUP.md +++ /dev/null @@ -1,588 +0,0 @@ -# 🐳 Docker + Chrome Setup Guide - -## Running the Scraper in a Container with Browser - -This guide explains how to run the Google Reviews Scraper in a Docker container with Chrome and Xvfb (virtual display). - ---- - -## Why Docker + Chrome? - -✅ **Solves the headless mode issue** - - UC mode + headless = URL mangling ❌ - - UC mode + Xvfb = Works perfectly ✅ - -✅ **Isolated environment** - - Chrome + dependencies installed in container - - No conflicts with host system - - Easy to deploy anywhere - -✅ **Production-ready** - - Same setup works on any Linux server - - Kubernetes-compatible - - Scalable architecture - ---- - -## Architecture - -``` -Docker Container -├── Xvfb (Virtual Display :99) -│ └── Simulates X11 display without physical monitor -├── Google Chrome (Non-headless) -│ └── Runs on virtual display -│ └── UC mode works perfectly (no URL mangling) -└── Python API Server - └── Uses SeleniumBase to control Chrome - └── DISPLAY=:99 environment variable -``` - -**Result**: Chrome thinks it's running normally, but everything is inside the container! - ---- - -## Updated Dockerfile - -The new `Dockerfile` includes: - -1. **Xvfb** - Virtual framebuffer X server (virtual display) -2. **Google Chrome** - Full Chrome browser (not Chromium) -3. **Chrome dependencies** - All required libraries -4. **Startup script** - Launches Xvfb before API server - -### Key Changes - -```dockerfile -# Install Xvfb -RUN apt-get install -y xvfb - -# Install Google Chrome -RUN wget -q -O - https://dl-ssl.google.com/linux/linux_signing_key.pub | apt-key add - \ - && echo "deb [arch=amd64] http://dl.google.com/linux/chrome/deb/ stable main" >> /etc/apt/sources.list.d/google-chrome.list \ - && apt-get update \ - && apt-get install -y google-chrome-stable - -# Create startup script -RUN echo '#!/bin/bash\n\ -Xvfb :99 -screen 0 1920x1080x24 -ac +extension GLX +render -noreset &\n\ -export DISPLAY=:99\n\ -sleep 2\n\ -exec python api_server_production.py\n\ -' > /app/start.sh && chmod +x /app/start.sh - -# Environment -ENV DISPLAY=:99 -ENV CHROME_BIN=/usr/bin/google-chrome -``` - ---- - -## Updated docker-compose.yml - -Added Chrome-specific configurations: - -```yaml -services: - api: - # Chrome requires shared memory - shm_size: 2gb - - # Chrome capabilities (needed for sandboxing) - cap_add: - - SYS_ADMIN - - # Security options - security_opt: - - seccomp:unconfined - - environment: - - DISPLAY=:99 - - CHROME_BIN=/usr/bin/google-chrome - - MAX_CONCURRENT_JOBS=5 -``` - -**Why these settings?** - -- `shm_size: 2gb` - Chrome needs shared memory for stability -- `SYS_ADMIN` capability - Chrome sandbox requires this -- `seccomp:unconfined` - Allows Chrome to run without seccomp restrictions -- `DISPLAY=:99` - Points to Xvfb virtual display - ---- - -## Quick Start - -### 1. Build the Container - -```bash -# Navigate to project directory -cd /path/to/google-reviews-scraper-pro - -# Build the image (takes ~5-10 minutes first time) -docker-compose -f docker-compose.production.yml build -``` - -**Build time**: ~5-10 minutes (installs Chrome + all dependencies) - -### 2. Configure Environment - -```bash -# Copy example environment file -cp .env.example .env - -# Edit configuration -nano .env -``` - -**Key settings**: -```bash -DB_PASSWORD=scraper123 -MAX_CONCURRENT_JOBS=5 # 5 jobs per 8GB RAM -API_BASE_URL=http://localhost:8000 -``` - -### 3. Start Services - -```bash -# Start PostgreSQL + API server -docker-compose -f docker-compose.production.yml up -d - -# Check logs -docker-compose -f docker-compose.production.yml logs -f api -``` - -**Expected output**: -``` -api_1 | Starting Xvfb on display :99... -api_1 | Waiting for Xvfb to start... -api_1 | Starting API server... -api_1 | INFO: Started server process [1] -api_1 | INFO: Waiting for application startup. -api_1 | Database initialized -api_1 | Health check system started -api_1 | Webhook dispatcher started -``` - -### 4. Verify Setup - -```bash -# Check health endpoint -curl http://localhost:8000/health/detailed | jq - -# Should show: -# { -# "status": "healthy", -# "components": { -# "database": {"status": "healthy"}, -# "canary": {"status": "unknown"} # Will run first test in 4 hours -# } -# } -``` - ---- - -## Testing Chrome in Container - -### Option 1: Test Inside Container - -```bash -# Run test script inside container -docker-compose -f docker-compose.production.yml exec api python test_docker_chrome.py -``` - -**Expected output**: -``` -====================================================================== -Testing Chrome in Docker Container -====================================================================== - -1. Initializing Chrome with UC mode (headless=False + Xvfb)... - ✅ Chrome initialized successfully - -2. Navigating to Google Maps... - ✅ Loaded: https://www.google.com/maps/... - -3. Checking for GDPR consent page... - Clicking: Aceptar todo - After consent: https://www.google.com/maps/... - -4. Waiting for page to load... - -5. Checking for reviews... - Reviews found: 230 - -====================================================================== -✅ SUCCESS! Chrome + Xvfb working in container! -====================================================================== -Reviews detected: 230 -Container is ready for production scraping! -``` - -### Option 2: Test via API - -```bash -# Submit a real job -curl -X POST "http://localhost:8000/scrape" \ - -H "Content-Type: application/json" \ - -d '{ - "url": "https://www.google.com/maps/place/Soho+Club/data=!4m7!3m6!1s0x46dd947294b213bf:0x864c7a232527adb4!8m2!3d54.67869!4d25.2667181!16s%2Fg%2F1thhj5ml" - }' | jq - -# Get job ID from response -JOB_ID="..." - -# Wait ~25 seconds, then check status -curl "http://localhost:8000/jobs/$JOB_ID" | jq - -# Get reviews -curl "http://localhost:8000/jobs/$JOB_ID/reviews" | jq -``` - ---- - -## Resource Requirements - -### Minimum Requirements - -``` -RAM: 4GB (for 2 concurrent jobs) -CPU: 2 cores -Disk: 10GB -``` - -### Recommended for Production - -``` -RAM: 16GB (for 10 concurrent jobs) -CPU: 4 cores -Disk: 50GB -``` - -### Scaling Guide - -| Server RAM | MAX_CONCURRENT_JOBS | Throughput | -|------------|---------------------|-----------------| -| 8GB | 5 | ~25 jobs/min | -| 16GB | 10 | ~50 jobs/min | -| 32GB | 20 | ~100 jobs/min | -| 64GB | 40 | ~200 jobs/min | - -**Calculation**: -- Each Chrome instance: ~500MB RAM -- Each job takes: ~20-30s -- Concurrent jobs × (60s / avg_time) = jobs/min - ---- - -## Container Commands - -### Start Services -```bash -docker-compose -f docker-compose.production.yml up -d -``` - -### Stop Services -```bash -docker-compose -f docker-compose.production.yml down -``` - -### View Logs -```bash -# All logs -docker-compose -f docker-compose.production.yml logs -f - -# Just API logs -docker-compose -f docker-compose.production.yml logs -f api - -# Just database logs -docker-compose -f docker-compose.production.yml logs -f db -``` - -### Restart API (after code changes) -```bash -# Rebuild and restart -docker-compose -f docker-compose.production.yml up -d --build api - -# Or just restart (no rebuild) -docker-compose -f docker-compose.production.yml restart api -``` - -### Enter Container Shell -```bash -# Access API container -docker-compose -f docker-compose.production.yml exec api bash - -# Check if Xvfb is running -ps aux | grep Xvfb - -# Check Chrome version -google-chrome --version - -# Test DISPLAY -echo $DISPLAY # Should show :99 -``` - -### Clean Up Everything -```bash -# Stop and remove containers, volumes, images -docker-compose -f docker-compose.production.yml down -v --rmi all - -# Remove all unused Docker resources -docker system prune -a -``` - ---- - -## Troubleshooting - -### Issue: Container exits immediately - -**Check logs**: -```bash -docker-compose -f docker-compose.production.yml logs api -``` - -**Common causes**: -1. Database not ready → Wait for health check -2. Permission errors → Check file ownership -3. Port 8000 already in use → Change PORT in .env - -### Issue: Chrome fails to start - -**Symptoms**: "Chrome crashed" or "DevToolsActivePort file doesn't exist" - -**Solutions**: -```bash -# Increase shared memory -# In docker-compose.yml: -shm_size: 4gb # Instead of 2gb - -# Verify Xvfb is running -docker-compose exec api ps aux | grep Xvfb - -# Check DISPLAY variable -docker-compose exec api echo $DISPLAY -``` - -### Issue: "Cannot connect to X server" - -**This means Xvfb didn't start** - -**Debug**: -```bash -# Enter container -docker-compose exec api bash - -# Manually start Xvfb -Xvfb :99 -screen 0 1920x1080x24 & - -# Set DISPLAY -export DISPLAY=:99 - -# Test -python test_docker_chrome.py -``` - -### Issue: Jobs get 0 reviews - -**Likely URL format issue** - -**Use full Google Maps URL**: -``` -❌ BAD: https://www.google.com/maps/@54.67869,25.2667181,17z -✅ GOOD: https://www.google.com/maps/place/NAME/data=!4m7!3m6... -``` - -**Get correct URL**: -1. Open Google Maps in browser -2. Search for business -3. Copy URL from address bar (should include `data=!4m7...`) - -### Issue: High memory usage - -**Monitor usage**: -```bash -# Check container stats -docker stats scraper-api - -# Check concurrent jobs -curl http://localhost:8000/stats | jq -``` - -**Reduce concurrency**: -```bash -# Edit .env -MAX_CONCURRENT_JOBS=3 # Lower from 5 - -# Restart -docker-compose -f docker-compose.production.yml restart api -``` - ---- - -## Production Deployment - -### Deploy to Cloud VM (AWS/GCP/Azure) - -1. **Launch VM** (Ubuntu 22.04 recommended) - ```bash - # Minimum: 8GB RAM, 2 CPUs - # Recommended: 16GB RAM, 4 CPUs - ``` - -2. **Install Docker** - ```bash - curl -fsSL https://get.docker.com -o get-docker.sh - sudo sh get-docker.sh - sudo usermod -aG docker $USER - ``` - -3. **Install Docker Compose** - ```bash - sudo apt-get update - sudo apt-get install docker-compose-plugin - ``` - -4. **Clone repository** - ```bash - git clone - cd google-reviews-scraper-pro - ``` - -5. **Configure** - ```bash - cp .env.example .env - nano .env # Set DB_PASSWORD, etc. - ``` - -6. **Start services** - ```bash - docker-compose -f docker-compose.production.yml up -d - ``` - -7. **Setup reverse proxy (optional but recommended)** - ```bash - # Install nginx - sudo apt-get install nginx - - # Configure nginx - sudo nano /etc/nginx/sites-available/scraper - ``` - - ```nginx - server { - listen 80; - server_name your-domain.com; - - location / { - proxy_pass http://localhost:8000; - proxy_set_header Host $host; - proxy_set_header X-Real-IP $remote_addr; - } - } - ``` - - ```bash - # Enable site - sudo ln -s /etc/nginx/sites-available/scraper /etc/nginx/sites-enabled/ - sudo nginx -t - sudo systemctl restart nginx - ``` - -8. **Setup SSL (recommended)** - ```bash - sudo apt-get install certbot python3-certbot-nginx - sudo certbot --nginx -d your-domain.com - ``` - ---- - -## Kubernetes Deployment (Advanced) - -For high-scale deployments, use Kubernetes: - -```yaml -apiVersion: apps/v1 -kind: Deployment -metadata: - name: scraper-api -spec: - replicas: 3 - selector: - matchLabels: - app: scraper-api - template: - metadata: - labels: - app: scraper-api - spec: - containers: - - name: api - image: your-registry/scraper-api:latest - resources: - requests: - memory: "2Gi" - cpu: "500m" - limits: - memory: "4Gi" - cpu: "2000m" - env: - - name: DATABASE_URL - valueFrom: - secretKeyRef: - name: scraper-secrets - key: database-url - - name: MAX_CONCURRENT_JOBS - value: "5" - securityContext: - capabilities: - add: - - SYS_ADMIN -``` - ---- - -## Performance Comparison - -### Before (headless=True with issues) -``` -Status: ❌ URL mangling -Reviews: 0 -Time: 20s (wasted) -Success rate: 0% -``` - -### After (headless=False + Xvfb in Docker) -``` -Status: ✅ Working perfectly -Reviews: 230/230 -Time: 20.7s -Success rate: 100% -Concurrent jobs: 5 (4.7x speedup) -``` - ---- - -## Next Steps - -1. ✅ Build and test locally -2. ✅ Run test_docker_chrome.py to verify -3. ✅ Submit real job via API -4. ✅ Monitor with /health/detailed endpoint -5. 🚀 Deploy to production server - ---- - -## Summary - -✅ **Chrome runs perfectly in Docker container** -✅ **Xvfb provides virtual display** -✅ **No headless mode issues** -✅ **Production-ready** -✅ **Scales horizontally** -✅ **Easy to deploy anywhere** - -**The containerized setup solves all headless mode issues while maintaining the same fast performance (20-25s for 200+ reviews)!** - -🐳 **Ready for production deployment!** diff --git a/FIELD_ANALYSIS.md b/FIELD_ANALYSIS.md deleted file mode 100644 index 0a99346..0000000 --- a/FIELD_ANALYSIS.md +++ /dev/null @@ -1,184 +0,0 @@ -# Google Maps Review Fields - Complete Analysis - -## 🔍 Investigation Results - -**Goal:** Reverse-engineer Google Maps to find actual timestamps instead of relative dates ("Hace 2 meses") - -**Result:** ❌ Google Maps does NOT expose actual timestamps in the public DOM - -### What We Tested - -```javascript -// Checked for timestamps in: -const dateElem = elem.querySelector('span.rsqaWe'); -dateElem.getAttribute('aria-label'); // null -dateElem.getAttribute('data-*'); // no data attributes -dateElem.getAttribute('datetime'); // null -``` - -### What Google Maps Provides - -| Field | Available | Format | Example | -|-------|-----------|--------|---------| -| Relative Date Text | ✅ | Spanish/Local | "Hace 2 meses" | -| Actual Timestamp | ❌ | N/A | Not in DOM | -| ISO Date | ❌ | N/A | Not in DOM | -| aria-label | ❌ | N/A | Not set | -| data-* attributes | ❌ | N/A | None found | - -## 📋 Currently Extracted Fields - -### ✅ Successfully Extracted - -| Field | Selector | Type | Notes | -|-------|----------|------|-------| -| `author` | `div.d4r55` | string | Reviewer name | -| `rating` | `span.kvMYJc[aria-label]` | number | 1-5 stars, extracted from aria-label | -| `text` | `span.wiI7pd` | string \| null | Review content | -| `date_text` | `span.rsqaWe` | string | **Relative date only** | -| `avatar_url` | `img.NBa7we[src]` | string \| null | Profile picture | -| `profile_url` | `button.WEBjve[data-review-id]` | string \| null | Profile identifier | -| `review_id` | computed | string | Hash of author + date | - -### ❌ Not Available in DOM - -| Field | Why Not Available | -|-------|-------------------| -| `timestamp` | Google doesn't expose it | -| `date_aria_label` | span.rsqaWe has no aria-label | -| `date_data_attrs` | span.rsqaWe has no data-* attributes | -| `likes_count` | Not in DOM scraper (only in API intercept) | -| `owner_response` | Not in DOM scraper (only in API intercept) | -| `photos` | Not currently extracted | - -## 🔬 Potentially Extractable Fields (Not Currently Scraped) - -### 1. Review Photos/Images -```javascript -// Reviews can have attached photos -const photoElements = elem.querySelectorAll('button[aria-label*="photo"]'); -// or -const imageButtons = elem.querySelectorAll('button.Tya61d'); -``` - -### 2. Review Edit Status -Some reviews show "Fecha de edición: Hace X" indicating they were edited. Currently captured in `date_text` but not parsed separately. - -### 3. Local Guide Badge -```javascript -// Some reviewers have "Local Guide" badges -const localGuideBadge = elem.querySelector('span.RfnDt'); -``` - -### 4. Review Helpfulness (Thumbs Up Count) -May be available in some layouts: -```javascript -const helpfulCount = elem.querySelector('[aria-label*="helpful"]'); -``` - -### 5. Owner Response -```javascript -// Business owner responses to reviews -const ownerResponse = elem.querySelector('.CDe7pd'); -``` - -## 🎯 Recommendation: Use Our Date Parser - -Since Google Maps doesn't expose actual timestamps, our current approach is **optimal**: - -### Current Solution (✅ Implemented) -```typescript -function extractNumber(text: string): number { - const match = text.match(/\d+/); - if (match) return parseInt(match[0]); - if (text.includes('un ') || text.includes('una ')) return 1; - return 1; -} - -function parseDateText(dateText: string): Date { - const text = dateText.toLowerCase(); - if (text.includes('semana')) { - const weeks = extractNumber(text); - return new Date(Date.now() - weeks * 7 * 24 * 60 * 60 * 1000); - } - // ... similar for months, years -} -``` - -### Why This Works -1. ✅ Accurate to the time unit (weeks, months, years) -2. ✅ Handles both numbers and Spanish text ("un año") -3. ✅ Processes all 244 reviews in <1ms -4. ✅ Good enough for analytics (±15 day margin acceptable) - -### Alternative: API Interception -The `api_interceptor.py` module theoretically could capture timestamps from Google's internal API, but: -- More complex and fragile -- Depends on Google's undocumented API structure -- Currently not extracting timestamps (field defined but not populated) -- Would require reverse-engineering Google's protobuf/JSON format - -## 📊 Field Comparison: DOM vs API Intercept - -| Field | DOM Scraper | API Intercept | Winner | -|-------|-------------|---------------|--------| -| Speed | ⚡ Fast | 🐢 Slower | DOM | -| Reliability | ✅ Stable | ⚠️ Fragile | DOM | -| Timestamp | ❌ No | ❓ Maybe | Neither | -| Photos | ⚠️ Not impl | ✅ Yes | API | -| Likes | ❌ No | ✅ Yes | API | -| Owner Response | ⚠️ Not impl | ✅ Yes | API | - -## 🚀 Enhancement Opportunities - -### Priority 1: Extract Review Photos -```javascript -// Add to fast_scraper.py extraction script -const photoButtons = elem.querySelectorAll('button[jsaction*="photo"]'); -review.photo_count = photoButtons.length; -review.photo_urls = Array.from(photoButtons).map(btn => { - const img = btn.querySelector('img'); - return img ? img.src : null; -}).filter(Boolean); -``` - -### Priority 2: Extract Local Guide Status -```javascript -const isLocalGuide = !!elem.querySelector('span.RfnDt'); -review.is_local_guide = isLocalGuide; -``` - -### Priority 3: Extract Owner Responses -```javascript -const ownerResponseElem = elem.querySelector('.CDe7pd'); -review.owner_response = ownerResponseElem ? ownerResponseElem.textContent.trim() : null; -``` - -### Priority 4: Extract Review Helpfulness -```javascript -const helpfulElem = elem.querySelector('[aria-label*="helpful"]'); -if (helpfulElem) { - const match = helpfulElem.getAttribute('aria-label').match(/\d+/); - review.helpful_count = match ? parseInt(match[0]) : 0; -} -``` - -## 📝 Summary - -**What we have:** -- ✅ All essential review data (author, rating, text, date) -- ✅ Profile info (avatar, profile URL) -- ✅ Fast, reliable extraction -- ✅ Working date parsing (good enough for analytics) - -**What we're missing (but could add):** -- 📸 Review photos -- 👤 Local Guide badges -- 💬 Owner responses -- 👍 Helpfulness counts - -**What doesn't exist in DOM:** -- ❌ Actual timestamps -- ❌ Precise dates - -**Conclusion:** Our date parsing approach is the best solution given Google Maps' limitations. Focus enhancement efforts on extracting photos, owner responses, and local guide status rather than chasing timestamps that don't exist. diff --git a/FINAL_RESULTS.md b/FINAL_RESULTS.md deleted file mode 100644 index 6fac8ea..0000000 --- a/FINAL_RESULTS.md +++ /dev/null @@ -1,261 +0,0 @@ -# Final Optimization Results - Google Maps Review Scraper - -## Executive Summary - -Successfully optimized Google Maps review scraper from **155 seconds** to **~20-34 seconds** depending on completeness requirements, achieving **4.5x-8.0x speedup**. - ---- - -## Available Scrapers - -### 1. `start_ultra_fast.py` - **FASTEST** ⚡ -**Time**: ~19.4 seconds -**Reviews**: 234/244 (95.9%) -**Speedup**: 8.0x faster - -**Best for**: -- Maximum speed priority -- When 234 reviews is sufficient -- Time-critical applications - -```bash -python start_ultra_fast.py -``` - ---- - -### 2. `start_ultra_fast_complete.py` - **RECOMMENDED** ✅ -**Time**: ~34 seconds -**Reviews**: 244/244 (100%) -**Speedup**: 4.5x faster - -**Best for**: -- Balance of speed and completeness -- Production use -- When all reviews are needed - -**How it works**: -- Phase 1: Ultra-fast API scrolling → 234 reviews in ~20s -- Phase 2: DOM parsing for missing 10 → ~13s -- Total: 244 reviews in ~34s - -```bash -python start_ultra_fast_complete.py -``` - ---- - -### 3. `start.py` - **ORIGINAL** -**Time**: 155 seconds -**Reviews**: 244/244 (100%) -**Speedup**: 1.0x (baseline) - -**Best for**: -- Reference implementation -- Debugging - ---- - -## Key Findings - -### API Limitation Discovery -After extensive testing with different scrolling strategies: - -| Strategy | Time | Reviews | Notes | -|----------|------|---------|-------| -| Ultra-fast (0.27s scroll) | 19.4s | 234 | ✅ Optimal API speed | -| Patient (0.30-0.80s scroll) | 58.2s | 234 | Still only 234 | -| Complete (0.27-0.50s adaptive) | 30.8s | 234 | Still only 234 | - -**Conclusion**: The Google Maps API endpoint **consistently returns only 234/244 reviews** regardless of scrolling speed or patience. The missing 10 reviews are **NOT available via API** - they only exist in the DOM. - -### Why 10 Reviews Missing from API? - -Possible reasons: -1. **Pagination limit**: Google's API may have a hard limit on returned reviews -2. **Different endpoint**: Some reviews may use a different API endpoint -3. **Age/status filtering**: Older or filtered reviews may be excluded from API responses -4. **DOM-only content**: Some reviews may be rendered client-side only - ---- - -## Performance Comparison - -``` -Scraper Time Reviews Speedup Completeness -───────────────────────────────────────────────────────────────────── -Original (start.py) 155s 244 1.0x 100% -Fast API (start_fast.py) 29s 234 5.3x 95.9% -Ultra-fast (start_ultra_fast.py) 19.4s 234 8.0x 95.9% -API-only attempt 58.2s 234 2.7x 95.9% -Hybrid Complete (WINNER) 34s 244 4.5x 100% ✅ -``` - ---- - -## Optimization Journey - -### Phase 1: API Interception (3.6x speedup) -- Replaced DOM parsing with API interception -- 155s → 43s -- Scroll timing: 0.8s - -### Phase 2: Faster Scrolling (5.3x speedup) -- Optimized scroll timing -- 43s → 29s -- Scroll timing: 0.3s - -### Phase 3: Ultra-Fast (8.0x speedup) -- Minimized all waits -- Optimal scroll timing (0.27s) -- Less logging overhead -- 155s → 19.4s - -### Phase 4: Complete Coverage (4.5x speedup) -- Ultra-fast API scrolling (234 reviews) -- DOM parsing fallback (10 reviews) -- 155s → 34s -- **100% completeness maintained** - ---- - -## Technical Details - -### Optimal Scroll Timing -After extensive testing: - -| Timing | Result | Notes | -|--------|--------|-------| -| 0.15s | 210 reviews | Too fast - misses API responses | -| 0.25s | 0 reviews (33% failure) | Unreliable | -| **0.27s** | **234 reviews (100% success)** | ✅ **Sweet spot** | -| 0.30s | 234 reviews | Reliable but slower | -| 0.80s | 234 reviews | Original, very slow | - -### Timing Breakdown (Ultra-Fast) - -``` -Operation Time % of Total -────────────────────────────────────────────────── -Browser startup ~1.0s 5% -Navigate to page 1.5s 8% -Cookie dialog dismiss 0.4s 2% -Click reviews tab 0.4s 2% -Wait for page stability 1.0s 5% -Find reviews pane ~1.5s 8% -Setup API interceptor 0.3s 2% -Initial scroll trigger 0.3s 2% -Scrolling (30 × 0.27s) 8.1s 42% -Response collection ~3.0s 15% -Parsing & saving ~1.9s 10% -────────────────────────────────────────────────── -TOTAL ~19.4s 100% -``` - -### Theoretical Limits -- **Current best**: 19.4s for 234 reviews -- **Theoretical minimum**: ~13s (if everything instant except scrolling) -- **Achievement**: 68% of theoretical maximum speed - ---- - -## Bottleneck Analysis - -Current bottlenecks (in order): -1. **Scrolling loop**: 8.1s (42%) - Already optimized to limit (0.27s/scroll) -2. **Response collection**: 3.0s (15%) - Necessary overhead -3. **Parsing & saving**: 1.9s (10%) - Fast enough -4. **Page navigation**: 1.5s (8%) - Network dependent -5. **Browser startup**: 1.0s (5%) - Can't optimize much - -Further optimization would require: -- Faster Google API responses (impossible) -- Instant browser startup (impossible) -- Instant network requests (impossible) - ---- - -## Recommendations - -### For Production Use -**Use `start_ultra_fast_complete.py`**: - -```bash -python start_ultra_fast_complete.py -``` - -**Benefits**: -- ✅ 4.5x faster (34s vs 155s) -- ✅ 100% completeness (244/244 reviews) -- ✅ Stable and reliable -- ✅ No authentication needed -- ✅ Best balance of speed and completeness - -### For Maximum Speed -**Use `start_ultra_fast.py`**: - -```bash -python start_ultra_fast.py -``` - -**Benefits**: -- ✅ 8.0x faster (19.4s vs 155s) -- ✅ 100% stable -- ✅ 95.9% review coverage -- ⚠️ Missing 10 reviews (4.1%) - -### Configuration -```yaml -headless: false # Must be false for stability -``` - ---- - -## Performance Metrics - -### Ultra-Fast Complete (Recommended) -``` -Metric Value -──────────────────────────────────── -Average time 34s -Reviews captured 244 (100%) -Success rate 100% -API reviews 234 (95.9%) -DOM reviews 10 (4.1%) -Speedup vs original 4.5x -Time saved per run 121s -``` - -### Ultra-Fast (Maximum Speed) -``` -Metric Value -──────────────────────────────────── -Average time 19.4s -Std deviation ±0.4s -Success rate 100% -Reviews captured 234 (95.9%) -Reviews/second 12.1 -Speedup vs original 8.0x -Time saved per run 135.6s -``` - ---- - -## Conclusion - -After extensive testing, we discovered: - -1. **API Hard Limit**: Google Maps API consistently returns only 234/244 reviews, regardless of scrolling strategy -2. **DOM Required**: The missing 10 reviews are ONLY available via DOM parsing -3. **Hybrid is Optimal**: Combining ultra-fast API scrolling with DOM fallback achieves best balance - -**Final Achievement**: -- 📊 Original: 155s → **Optimized: 34s** (100% complete) -- 📊 Original: 155s → **Ultra-fast: 19.4s** (95.9% complete) -- 🚀 **4.5x-8.0x faster!** -- ⏱️ **Saves 121-136 seconds per run** -- ✅ **100% stable** - ---- - -**The scraper is now operating near theoretical maximum efficiency!** 🚀 diff --git a/GOOGLE_DATE_FORMAT_SPECIFICATION.md b/GOOGLE_DATE_FORMAT_SPECIFICATION.md deleted file mode 100644 index 4fead33..0000000 --- a/GOOGLE_DATE_FORMAT_SPECIFICATION.md +++ /dev/null @@ -1,322 +0,0 @@ -# Google Maps Date Format Specification - -## Reverse-Engineered from 244 Reviews (English Locale) - -**Date:** 2026-01-18 -**Source:** Google Maps Reviews (hl=en) -**Library:** Google Internal (not moment.js, date-fns, or dayjs) - ---- - -## 📋 Complete Pattern Catalog - -### Discovered Patterns (31 unique formats) - -``` -Standard Formats: -- a month ago -- a year ago -- 2 weeks ago, 3 weeks ago -- 2-11 months ago -- 2-11 years ago - -Edited Variants: -- Edited 2 weeks ago -- Edited 3 months ago -- Edited a year ago -- Edited 2-11 years ago -``` - ---- - -## 🔬 Google's Algorithm (Reverse-Engineered) - -### Pattern Structure - -``` -Singular: "a {unit} ago" -Plural: "{number} {unit}s ago" -Edited: "Edited {pattern}" -``` - -**Key Rules:** -1. Google NEVER shows "1 month ago" - always "a month ago" -2. Weeks: Only 2-3 weeks (no "1 week" or "4 weeks") -3. Months: 2-11 months (no "1 month" or "12 months") -4. Years: "a year" then 2-11 years - ---- - -## ⏱️ Time Range Boundaries - -### Unit Thresholds (Estimated) - -| From | To | Unit Displayed | Example | -|------|-----|----------------|---------| -| 0s | 59s | seconds | "30 seconds ago" | -| 1min | 59min | minutes | "45 minutes ago" | -| 1h | 23h | hours | "12 hours ago" | -| 1d | 6d | days | "5 days ago" | -| 7d | 27d | weeks | "2 weeks ago", "3 weeks ago" | -| 28d | 59d | month (singular) | "a month ago" | -| 60d | 364d | months (plural) | "2 months ago" ... "11 months ago" | -| 365d | 729d | year (singular) | "a year ago" | -| 730d | ∞ | years (plural) | "2 years ago" ... "11 years ago" | - -### Observed Ranges from 244 Reviews - -| Unit | Values Found | Range | -|------|--------------|-------| -| Weeks | [2, 3] | 2-3 weeks | -| Months | [2, 3, 4, 5, 6, 7, 8, 9, 10, 11] | 2-11 months | -| Years | [2, 3, 4, 5, 6, 7, 8, 9, 10, 11] | 2-11 years | - -**Note:** No reviews with seconds/minutes/hours/days in this dataset (all reviews were older than 2 weeks) - ---- - -## 📊 Uncertainty Analysis - -### Why Dates Are Imprecise - -Google Maps shows relative dates that are **rounded down to the largest unit**: - -``` -Review posted: December 15, 2025 -Viewed on: January 18, 2026 -Actual age: 34 days - -Google shows: "a month ago" -Actual range: 30-59 days (±15 days uncertainty) -``` - -### Uncertainty by Unit - -| Pattern | Actual Range | Uncertainty | Example | -|---------|--------------|-------------|---------| -| "a month ago" | 30-59 days | ±15 days | Could be 30 or 59 days old | -| "2 months ago" | 60-89 days | ±15 days | Could be 60 or 89 days old | -| "3 months ago" | 90-119 days | ±15 days | Could be 90 or 119 days old | -| "a year ago" | 365-729 days | ±182 days (6 months!) | Could be 1 or 2 years old | -| "2 years ago" | 730-1094 days | ±182 days | Could be 2 or 3 years old | - -### Maximum Uncertainty - -- **Months:** ±15 days (~50% of a month) -- **Years:** ±6 months (~25% of 2 years) - ---- - -## 🎯 Recommended Parsing Strategy - -### Option 1: Conservative (Current Implementation) -**Treat as exact midpoint** - -```javascript -"a month ago" → 45 days ago (midpoint of 30-59) -"2 months ago" → 75 days ago (midpoint of 60-89) -"a year ago" → 547 days ago (midpoint of 365-729) -``` - -✅ Simple to implement -✅ Statistically balanced -❌ Can be off by ±15 days (months) or ±6 months (years) - -### Option 2: Conservative Lower Bound -**Assume oldest possible date** - -```javascript -"a month ago" → 59 days ago -"2 months ago" → 89 days ago -"a year ago" → 729 days ago -``` - -✅ Ensures reviews are AT LEAST this old -✅ Good for "show me reviews from last month" (inclusive) -❌ May exclude recent reviews - -### Option 3: Optimistic Upper Bound -**Assume newest possible date** - -```javascript -"a month ago" → 30 days ago -"2 months ago" → 60 days ago -"a year ago" → 365 days ago -``` - -✅ Good for "show me reviews from last year" (exclusive) -❌ May include older reviews than expected - -### Option 4: Range Filtering -**Store both bounds and filter inclusively** - -```javascript -"a month ago" → {min: 30 days, max: 59 days} - -Filter "Last Month" (30 days): - Include if review.min_age <= 30 days -``` - -✅ Most accurate for filtering -✅ Accounts for all uncertainty -❌ More complex implementation - ---- - -## 💡 Recommendation for Analytics Dashboard - -### Use **Option 1 (Midpoint) + Grace Period** - -```javascript -function parseDateWithGracePeriod(dateText, graceFactor = 0.2) { - const midpoint = calculateMidpoint(dateText); - const grace = calculateUncertainty(dateText) * graceFactor; - - return { - date: midpoint, - minDate: midpoint - grace, - maxDate: midpoint + grace - }; -} - -// Filter example: -// "Last Month" filter includes reviews where: -// review.date >= (30 days ago - grace) -``` - -**Grace Period Values:** -- Weeks: ±0.5 days (10% of 7 days) -- Months: ±3 days (20% of 15 days) -- Years: ±36 days (20% of 182 days) - -This provides a **buffer zone** to catch edge cases while maintaining statistical accuracy. - ---- - -## 🔧 Implementation Reference - -### Complete Pattern Regex (English) - -```javascript -const GOOGLE_DATE_PATTERNS = { - // Singular - singular: /^a (second|minute|hour|day|week|month|year) ago$/, - - // Plural - plural: /^(\d+) (seconds|minutes|hours|days|weeks|months|years) ago$/, - - // Edited variants - edited_singular: /^Edited a (second|minute|hour|day|week|month|year) ago$/, - edited_plural: /^Edited (\d+) (seconds|minutes|hours|days|weeks|months|years) ago$/ -}; -``` - -### Extraction Function - -```javascript -function extractNumberAndUnit(dateText) { - // Remove "Edited " prefix - const cleaned = dateText.replace(/^Edited\s+/i, ''); - - // Check singular pattern - const singularMatch = cleaned.match(/^a (\w+) ago$/); - if (singularMatch) { - return { number: 1, unit: singularMatch[1] }; - } - - // Check plural pattern - const pluralMatch = cleaned.match(/^(\d+) (\w+) ago$/); - if (pluralMatch) { - const unit = pluralMatch[2].replace(/s$/, ''); // Remove plural 's' - return { number: parseInt(pluralMatch[1]), unit }; - } - - return null; -} -``` - -### Midpoint Calculation with Uncertainty - -```javascript -const UNIT_RANGES = { - second: { min: 1, max: 59, days: 0 }, - minute: { min: 1, max: 59, days: 0 }, - hour: { min: 1, max: 23, days: 0 }, - day: { min: 1, max: 6, days: 1 }, - week: { min: 1, max: 3.9, days: 7 }, - month: { min: 1, max: 11.9, days: 30 }, - year: { min: 1, max: Infinity, days: 365 } -}; - -function calculateMidpointDays(number, unit) { - const range = UNIT_RANGES[unit]; - const daysPerUnit = range.days; - - // Special case for singular "a month ago" = 30-59 days - if (number === 1 && unit === 'month') { - return 45; // Midpoint of 30-59 - } - - // Special case for singular "a year ago" = 365-729 days - if (number === 1 && unit === 'year') { - return 547; // Midpoint of 365-729 - } - - // Standard calculation - const minDays = number * daysPerUnit; - const maxDays = (number + 0.999) * daysPerUnit; - - return (minDays + maxDays) / 2; -} -``` - ---- - -## 📈 Statistical Analysis from Dataset - -### Distribution of Review Ages (244 reviews) - -| Time Range | Count | Percentage | -|------------|-------|------------| -| 2-3 weeks | ~2 | <1% | -| 1-12 months | ~15 | 6% | -| 1-2 years | ~30 | 12% | -| 2-5 years | ~60 | 25% | -| 5+ years | ~137 | 56% | - -**Median Age:** ~5 years -**Oldest Review:** 11 years ago - ---- - -## ✅ Validation - -### Test Cases - -```javascript -const testCases = [ - { input: "a month ago", expected_days: 45, range: [30, 59] }, - { input: "2 months ago", expected_days: 75, range: [60, 89] }, - { input: "3 weeks ago", expected_days: 21, range: [21, 27] }, - { input: "a year ago", expected_days: 547, range: [365, 729] }, - { input: "Edited 2 years ago", expected_days: 913, range: [730, 1094] } -]; -``` - ---- - -## 🎓 Conclusion - -**Google's Date Formatter:** -- Custom internal implementation (not a public library) -- Simple, user-friendly patterns -- Intentionally imprecise (UX over accuracy) -- Maximum uncertainty: ±6 months for "a year ago" - -**For Analytics:** -- Use midpoint calculation for balanced accuracy -- Add 10-20% grace period for filters -- Accept that ±15 days is unavoidable for month-level precision -- Consider showing date ranges in UI: "1-2 months ago" instead of "45 days ago" - -**Bottom Line:** Our regex-based parser extracting from English text is the **only possible approach** and achieves the **best accuracy** given Google's intentional imprecision. diff --git a/HEALTH_CHECKS.md b/HEALTH_CHECKS.md deleted file mode 100644 index ed2e343..0000000 --- a/HEALTH_CHECKS.md +++ /dev/null @@ -1,570 +0,0 @@ -# Production Health Check Strategy -## Verify Actual Scraping Works - ---- - -## 🎯 Problem with Basic Health Checks - -### What Basic Health Checks Test: -```python -@app.get("/health") -async def health(): - db_ok = await ping_database() # ✅ DB responds - redis_ok = await ping_redis() # ✅ Redis responds - disk_ok = check_disk_space() < 90 # ✅ Disk not full - - return {"status": "healthy"} -``` - -### What They DON'T Test: -- ❌ Can we actually scrape Google Maps? -- ❌ Is Chrome working? -- ❌ Are CSS selectors still valid? -- ❌ Is GDPR handling working? -- ❌ Did Google change their page structure? -- ❌ Is our proxy/network working? - -### Real-World Failure Example: -``` -✅ Database: healthy -✅ Redis: healthy -✅ Disk: 45% used -❌ Actual scraping: BROKEN (Google changed selectors) - -→ Health check says "healthy" but all jobs fail! -``` - ---- - -## ✅ Solution: Synthetic Monitoring - -### Concept: Canary Tests - -Run an **actual scraping job** periodically on a known test URL: - -```python -TEST_URL = "https://www.google.com/maps/place/Soho+Factory/@54.6738155,25.2595844,17z/..." -# A stable business that always has reviews - -Every 4-6 hours: - 1. Run actual scrape on test URL - 2. Verify we get reviews - 3. Verify data structure is correct - 4. Verify scrape time is reasonable - 5. Alert if anything fails -``` - ---- - -## 🏗️ Implementation - -### 1. Canary Scraping Endpoint - -```python -from datetime import datetime, timedelta - -# Store last canary result -canary_state = { - "last_run": None, - "last_success": None, - "last_result": None, - "consecutive_failures": 0 -} - -@app.get("/health/canary") -async def canary_health_check(): - """ - Run a real scraping test to verify the scraper works. - - This is the MOST IMPORTANT health check - it verifies: - - Chrome can start - - Google Maps is accessible - - Selectors still work - - GDPR handling works - - We can extract reviews - """ - - # Don't run too frequently (rate limit to avoid Google detection) - if canary_state["last_run"]: - elapsed = datetime.now() - canary_state["last_run"] - if elapsed < timedelta(hours=1): - # Return cached result - return { - "status": "cached", - "last_run": canary_state["last_run"].isoformat(), - "last_result": canary_state["last_result"], - "cached_for": f"{elapsed.total_seconds():.0f}s" - } - - # Run canary test - canary_state["last_run"] = datetime.now() - - try: - # Use a known stable business - TEST_URL = "https://www.google.com/maps/place/Soho+Factory/@54.6738155,25.2595844,17z/" - - # Run actual scrape with timeout - result = await asyncio.wait_for( - fast_scrape_reviews( - url=TEST_URL, - headless=True, - max_scrolls=10 # Limited for canary - ), - timeout=60 # Fail if takes > 60s - ) - - # Validate result - checks = { - "scrape_succeeded": result['success'], - "got_reviews": result['count'] > 0, - "reasonable_count": 10 <= result['count'] <= 500, - "reasonable_time": result['time'] < 30, - "data_structure_valid": validate_review_structure(result['reviews']), - } - - all_passed = all(checks.values()) - - if all_passed: - canary_state["consecutive_failures"] = 0 - canary_state["last_success"] = datetime.now() - canary_state["last_result"] = { - "status": "pass", - "reviews_count": result['count'], - "scrape_time": result['time'], - "checks": checks - } - status_code = 200 - else: - canary_state["consecutive_failures"] += 1 - canary_state["last_result"] = { - "status": "fail", - "reviews_count": result['count'], - "scrape_time": result['time'], - "checks": checks, - "consecutive_failures": canary_state["consecutive_failures"] - } - status_code = 503 # Service Unavailable - - return JSONResponse( - status_code=status_code, - content={ - "status": "pass" if all_passed else "fail", - "last_run": canary_state["last_run"].isoformat(), - "last_success": canary_state["last_success"].isoformat() if canary_state["last_success"] else None, - "result": canary_state["last_result"], - "details": { - "test_url": TEST_URL, - "reviews_found": result['count'], - "scrape_time_seconds": result['time'], - "checks": checks - } - } - ) - - except asyncio.TimeoutError: - canary_state["consecutive_failures"] += 1 - canary_state["last_result"] = { - "status": "timeout", - "error": "Scrape took longer than 60 seconds" - } - return JSONResponse( - status_code=503, - content={ - "status": "timeout", - "error": "Canary scrape timeout (>60s)", - "consecutive_failures": canary_state["consecutive_failures"] - } - ) - - except Exception as e: - canary_state["consecutive_failures"] += 1 - canary_state["last_result"] = { - "status": "error", - "error": str(e) - } - return JSONResponse( - status_code=503, - content={ - "status": "error", - "error": str(e), - "consecutive_failures": canary_state["consecutive_failures"] - } - ) - - -def validate_review_structure(reviews): - """Validate that reviews have expected structure""" - if not reviews or len(reviews) == 0: - return False - - # Check first review has required fields - first_review = reviews[0] - required_fields = ['author', 'rating', 'date_text'] - - return all(field in first_review for field in required_fields) -``` - ---- - -### 2. Background Canary Runner - -Instead of running on health check endpoint (which gets called frequently), run in background: - -```python -import asyncio -from datetime import datetime, timedelta - -class CanaryMonitor: - """Background task that runs canary tests periodically""" - - def __init__(self, interval_hours=4): - self.interval = timedelta(hours=interval_hours) - self.last_run = None - self.last_success = None - self.consecutive_failures = 0 - self.running = False - - async def start(self): - """Start the background canary monitoring""" - self.running = True - - while self.running: - try: - await self.run_canary() - except Exception as e: - log.error(f"Canary test failed: {e}") - self.consecutive_failures += 1 - - # Alert if multiple consecutive failures - if self.consecutive_failures >= 3: - await self.send_alert( - f"🚨 CRITICAL: Scraper canary failed {self.consecutive_failures} times in a row!" - ) - - # Sleep until next run - await asyncio.sleep(self.interval.total_seconds()) - - async def run_canary(self): - """Run a single canary test""" - log.info("Running canary scrape test...") - self.last_run = datetime.now() - - TEST_URL = "https://www.google.com/maps/place/Soho+Factory/@54.6738155,25.2595844,17z/" - - result = await asyncio.wait_for( - fast_scrape_reviews(url=TEST_URL, headless=True, max_scrolls=10), - timeout=60 - ) - - # Validate result - if result['success'] and result['count'] > 10 and result['time'] < 30: - log.info(f"✅ Canary test passed: {result['count']} reviews in {result['time']:.1f}s") - self.consecutive_failures = 0 - self.last_success = datetime.now() - - # Store result in database for tracking - await db.execute(""" - INSERT INTO canary_results (timestamp, success, reviews_count, scrape_time) - VALUES (NOW(), true, %s, %s) - """, result['count'], result['time']) - - else: - log.error(f"❌ Canary test failed: {result}") - self.consecutive_failures += 1 - - await db.execute(""" - INSERT INTO canary_results (timestamp, success, error_message) - VALUES (NOW(), false, %s) - """, result.get('error', 'Unknown error')) - - raise Exception(f"Canary validation failed: {result}") - - async def send_alert(self, message): - """Send alert via Slack/email/PagerDuty when canary fails""" - # Slack webhook - await httpx.post( - SLACK_WEBHOOK_URL, - json={"text": message} - ) - - # Or email - await send_email( - to="oncall@example.com", - subject="Scraper Canary Failure", - body=message - ) - - def stop(self): - """Stop the background monitoring""" - self.running = False - - -# In api_server.py startup -canary_monitor = CanaryMonitor(interval_hours=4) - -@asynccontextmanager -async def lifespan(app: FastAPI): - # Startup - asyncio.create_task(canary_monitor.start()) - - yield - - # Shutdown - canary_monitor.stop() -``` - ---- - -### 3. Canary Health Check Endpoint (Fast) - -```python -@app.get("/health/canary") -async def get_canary_status(): - """ - Return the LATEST canary test result (doesn't run a new test). - - Use this for health checks from load balancers / monitoring systems. - """ - if not canary_monitor.last_success: - return JSONResponse( - status_code=503, - content={ - "status": "unknown", - "message": "No canary tests run yet" - } - ) - - # Check if last success was recent enough - age = datetime.now() - canary_monitor.last_success - max_age = timedelta(hours=6) - - if age > max_age: - return JSONResponse( - status_code=503, - content={ - "status": "stale", - "last_success": canary_monitor.last_success.isoformat(), - "age_hours": age.total_seconds() / 3600, - "message": f"Last successful canary was {age.total_seconds()/3600:.1f} hours ago" - } - ) - - # Recent success - all good! - return { - "status": "healthy", - "last_success": canary_monitor.last_success.isoformat(), - "age_minutes": age.total_seconds() / 60, - "consecutive_failures": canary_monitor.consecutive_failures - } -``` - ---- - -## 📊 Complete Health Check Hierarchy - -### 1. **Liveness** (Is the app alive?) -```python -@app.get("/health/live") -async def liveness(): - # Simple: can the server respond? - return {"status": "alive"} -``` - -**Use**: Kubernetes liveness probe (restart if fails) - ---- - -### 2. **Readiness** (Can the app handle traffic?) -```python -@app.get("/health/ready") -async def readiness(): - # Check dependencies - db_ok = await ping_database() - redis_ok = await ping_redis() - - if db_ok and redis_ok: - return {"status": "ready"} - else: - raise HTTPException(status_code=503, detail="Not ready") -``` - -**Use**: Kubernetes readiness probe (remove from load balancer if fails) - ---- - -### 3. **Canary** (Does scraping actually work?) -```python -@app.get("/health/canary") -async def canary(): - # Return last canary test result - if canary_monitor.last_success and age < 6_hours: - return {"status": "healthy"} - else: - return JSONResponse(status_code=503, content={"status": "unhealthy"}) -``` - -**Use**: External monitoring (PagerDuty, DataDog) - alerts if fails - ---- - -### 4. **Detailed** (Full system status) -```python -@app.get("/health/detailed") -async def detailed_health(): - return { - "status": "healthy", - "components": { - "api": {"status": "healthy", "latency_ms": 1}, - "database": {"status": "healthy", "latency_ms": 5}, - "redis": {"status": "healthy", "latency_ms": 2}, - "workers": {"status": "healthy", "active": 4}, - "canary": { - "status": "healthy", - "last_success": "2026-01-18T10:30:00Z", - "age_minutes": 45, - "consecutive_failures": 0 - } - }, - "timestamp": datetime.utcnow().isoformat() - } -``` - -**Use**: Monitoring dashboards, debugging - ---- - -## 📈 Monitoring Strategy - -### Canary Test Schedule - -``` -Every 4 hours: - - Run full canary test - - Store result in database - - Alert if fails - -Benefits: - ✅ Detects Google Maps changes within 4 hours - ✅ Detects selector breakage quickly - ✅ Low overhead (6 tests/day) - ✅ Won't trigger Google rate limits -``` - -### Alert Rules - -```python -# Alert on consecutive failures -if consecutive_failures >= 3: - send_pagerduty_alert("CRITICAL: Scraper broken") - -# Alert on slow canary -if scrape_time > 60: - send_slack_alert("WARNING: Scraper slow") - -# Alert on low review count -if reviews_count < 10: - send_slack_alert("WARNING: Low review count in canary") -``` - ---- - -## 🎯 Canary Database Tracking - -```sql -CREATE TABLE canary_results ( - id SERIAL PRIMARY KEY, - timestamp TIMESTAMP NOT NULL DEFAULT NOW(), - success BOOLEAN NOT NULL, - reviews_count INTEGER, - scrape_time REAL, - error_message TEXT, - metadata JSONB -); - -CREATE INDEX idx_canary_timestamp ON canary_results(timestamp DESC); - --- Query to see canary health over time -SELECT - DATE_TRUNC('day', timestamp) as day, - COUNT(*) as total_tests, - SUM(CASE WHEN success THEN 1 ELSE 0 END) as successful, - AVG(scrape_time) as avg_scrape_time, - AVG(reviews_count) as avg_reviews -FROM canary_results -WHERE timestamp > NOW() - INTERVAL '7 days' -GROUP BY day -ORDER BY day DESC; -``` - ---- - -## ✅ Complete Health Check Implementation - -```python -# health_checks.py - -from datetime import datetime, timedelta -import asyncio -from typing import Dict, Any - -class HealthCheckSystem: - """Complete health check system for production""" - - def __init__(self): - self.canary = CanaryMonitor(interval_hours=4) - - async def start(self): - """Start background health monitoring""" - asyncio.create_task(self.canary.start()) - - @property - def is_healthy(self) -> bool: - """Overall system health""" - return ( - self.canary.consecutive_failures < 3 and - self.canary.last_success and - (datetime.now() - self.canary.last_success) < timedelta(hours=6) - ) - - async def get_status(self) -> Dict[str, Any]: - """Get complete health status""" - db_latency = await self.check_database() - redis_latency = await self.check_redis() - - return { - "status": "healthy" if self.is_healthy else "degraded", - "components": { - "database": { - "healthy": db_latency is not None, - "latency_ms": db_latency - }, - "redis": { - "healthy": redis_latency is not None, - "latency_ms": redis_latency - }, - "canary_scraper": { - "healthy": self.canary.consecutive_failures == 0, - "last_success": self.canary.last_success.isoformat() if self.canary.last_success else None, - "consecutive_failures": self.canary.consecutive_failures - } - }, - "timestamp": datetime.utcnow().isoformat() - } -``` - ---- - -## 🚀 Production Recommendations - -1. ✅ **Run canary every 4-6 hours** (balanced between freshness and overhead) -2. ✅ **Alert after 3 consecutive failures** (avoid false positives) -3. ✅ **Store canary results in database** (historical tracking) -4. ✅ **Use different health checks for different purposes**: - - `/health/live` → Kubernetes liveness (restart if fails) - - `/health/ready` → Kubernetes readiness (route traffic) - - `/health/canary` → External monitoring (PagerDuty alerts) -5. ✅ **Monitor canary metrics**: scrape time, review count, success rate - ---- - -**The canary test is your MOST IMPORTANT health check** - it's the only one that verifies your core business logic actually works! diff --git a/MICROSERVICE_ARCHITECTURE.md b/MICROSERVICE_ARCHITECTURE.md deleted file mode 100644 index a51a65f..0000000 --- a/MICROSERVICE_ARCHITECTURE.md +++ /dev/null @@ -1,833 +0,0 @@ -# Production Microservice Architecture -## Google Reviews Scraper API - ---- - -## 🎯 Recommended Communication Patterns - -### 1. **Webhooks** (Primary - RECOMMENDED) ✅ - -**Best for**: Production async job processing - -``` -Client → POST /scrape (with webhook_url) - ↓ -Server → Starts job, returns job_id - ↓ - [Scraping in progress...] - ↓ -Server → POST to client's webhook_url when complete - { - "job_id": "...", - "status": "completed", - "reviews_count": 244, - "reviews_url": "https://api.example.com/jobs/{job_id}/reviews" - } -``` - -**Advantages**: -- ✅ No polling needed (reduces server load) -- ✅ Instant notifications when job completes -- ✅ Industry standard (Stripe, GitHub, Twilio use this) -- ✅ Client can go offline and come back -- ✅ Scales to millions of jobs - -**Use cases**: -- Batch processing systems -- Integration with other services -- When client has a public endpoint - ---- - -### 2. **Server-Sent Events (SSE)** (Real-time Updates) ⚡ - -**Best for**: Real-time progress monitoring - -``` -Client → GET /jobs/{job_id}/stream (keeps connection open) - ↓ -Server → Sends progress updates in real-time: - - data: {"stage": "scrolling", "reviews_loaded": 50} - - data: {"stage": "scrolling", "reviews_loaded": 100} - - data: {"stage": "extracting", "reviews_loaded": 244} - - data: {"stage": "completed", "total": 244} -``` - -**Advantages**: -- ✅ Real-time progress updates -- ✅ HTTP-based (works through firewalls) -- ✅ Lightweight (one-way communication) -- ✅ Auto-reconnection support -- ✅ Great for dashboards/UIs - -**Use cases**: -- Web dashboards -- Real-time monitoring -- Progress bars in UI - ---- - -### 3. **Polling** (Fallback) 🔄 - -**Best for**: Simple clients, no webhook capability - -``` -Client → POST /scrape - ↓ -Server → Returns job_id - ↓ -Client → Polls GET /jobs/{job_id} every 2-5 seconds - ↓ -Server → Returns current status -``` - -**Advantages**: -- ✅ Simple to implement -- ✅ Works everywhere (no public endpoint needed) -- ✅ Firewall-friendly - -**Disadvantages**: -- ❌ Inefficient (many wasted requests) -- ❌ Delayed notifications (polling interval) -- ❌ Higher server load - -**Use cases**: -- Internal tools -- Clients behind firewalls -- Simple integrations - ---- - -## 🏛️ Complete Production Architecture - -``` -┌─────────────────────────────────────────────────────────────┐ -│ LOAD BALANCER │ -│ (nginx/AWS ALB) │ -└──────────┬──────────────────────────────────┬────────────────┘ - │ │ - ▼ ▼ -┌──────────────────────┐ ┌──────────────────────┐ -│ API Server 1 │ │ API Server 2 │ -│ (FastAPI) │ │ (FastAPI) │ -│ - REST endpoints │ │ - REST endpoints │ -│ - Health checks │ │ - Health checks │ -│ - Job management │ │ - Job management │ -└──────────┬───────────┘ └──────────┬───────────┘ - │ │ - └────────────┬───────────────────┘ - ▼ - ┌────────────────────────┐ - │ REDIS / RabbitMQ │ - │ (Job Queue) │ - │ │ - │ - Pending jobs │ - │ - Job distribution │ - │ - Pub/Sub for events │ - └────────┬───────────────┘ - │ - ▼ - ┌──────────────┴──────────────┐ - │ │ - ▼ ▼ -┌─────────────┐ ┌─────────────┐ -│ Worker 1 │ │ Worker 2 │ -│ │ │ │ -│ - Scraping │ │ - Scraping │ -│ - Headless │ │ - Headless │ -│ - Chrome │ │ - Chrome │ -└─────┬───────┘ └─────┬───────┘ - │ │ - └────────────┬───────────────┘ - ▼ - ┌──────────────────────────────┐ - │ PERSISTENT STORAGE │ - │ │ - │ ┌────────────────────────┐ │ - │ │ PostgreSQL / MongoDB │ │ - │ │ - Job metadata │ │ - │ │ - Status tracking │ │ - │ │ - Webhook configs │ │ - │ └────────────────────────┘ │ - │ │ - │ ┌────────────────────────┐ │ - │ │ File Storage / S3 │ │ - │ │ - Review JSON files │ │ - │ │ - Large payloads │ │ - │ └────────────────────────┘ │ - └───────────────────────────────┘ - │ - ▼ - ┌─────────────────────┐ - │ Webhook Dispatcher │ - │ - Retry logic │ - │ - Dead letter queue│ - └─────────────────────┘ - │ - ▼ - [Client's webhook URL] -``` - ---- - -## 📦 Component Breakdown - -### 1. **API Server** (FastAPI) - -**Responsibilities**: -- Handle HTTP requests -- Validate input -- Enqueue jobs -- Serve results -- Health checks - -**Endpoints**: -```python -POST /scrape # Submit job -GET /jobs/{id} # Get job status -GET /jobs/{id}/reviews # Get results -GET /jobs/{id}/stream # SSE progress stream -DELETE /jobs/{id} # Cancel job -GET /health # Health check -GET /metrics # Prometheus metrics -``` - ---- - -### 2. **Job Queue** (Redis or RabbitMQ) - -**Why needed**: -- Decouple API from scraping workers -- Distribute load across workers -- Retry failed jobs -- Handle backpressure - -**Options**: - -**Option A: Redis** (Recommended for simpler setups) -```python -# Fast, simple, good for most use cases -- In-memory queue -- Pub/Sub for events -- Job state storage -- Session storage -``` - -**Option B: RabbitMQ** (For complex workflows) -```python -# More features, better for complex scenarios -- Guaranteed delivery -- Advanced routing -- Dead letter queues -- Priority queues -``` - -**Recommendation**: Start with **Redis**, upgrade to RabbitMQ if needed. - ---- - -### 3. **Worker Processes** (Celery or Custom) - -**Responsibilities**: -- Pull jobs from queue -- Run scraping (headless Chrome) -- Save results -- Send webhooks -- Update job status - -**Scaling**: -```bash -# Run 4 workers on same machine -celery -A worker worker --concurrency=4 - -# Or 4 separate processes -python worker.py & -python worker.py & -python worker.py & -python worker.py & - -# Or Kubernetes deployment -kubectl scale deployment scraper-worker --replicas=10 -``` - ---- - -### 4. **Database** (PostgreSQL or MongoDB) - -**Job Metadata Schema**: - -**PostgreSQL** (Recommended): -```sql -CREATE TABLE jobs ( - job_id UUID PRIMARY KEY, - status VARCHAR(20) NOT NULL, - url TEXT NOT NULL, - webhook_url TEXT, - created_at TIMESTAMP NOT NULL, - started_at TIMESTAMP, - completed_at TIMESTAMP, - reviews_count INTEGER, - reviews_file_path TEXT, - error_message TEXT, - metadata JSONB -); - -CREATE INDEX idx_jobs_status ON jobs(status); -CREATE INDEX idx_jobs_created_at ON jobs(created_at); -``` - -**Why PostgreSQL**: -- ✅ ACID transactions -- ✅ Good for structured data -- ✅ SQL queries -- ✅ Mature ecosystem - -**Alternative - MongoDB**: -```javascript -{ - _id: ObjectId("..."), - job_id: "550e8400-...", - status: "completed", - url: "https://...", - webhook_url: "https://...", - created_at: ISODate("2026-01-18T..."), - reviews_count: 244, - reviews_file: "/data/reviews/550e8400.json", - metadata: { ... } -} -``` - -**Why MongoDB**: -- ✅ Flexible schema -- ✅ Good for document storage -- ✅ Built-in sharding - -**Recommendation**: **PostgreSQL** for most cases (better for job queues and transactions) - ---- - -### 5. **File Storage** - -**Options**: - -**Option A: Local Filesystem** (Development/Small scale) -```python -/data/reviews/ - ├── 550e8400-e29b-41d4-a716-446655440000.json - ├── 6a1f9b2c-3d4e-5f6g-7h8i-9j0k1l2m3n4o.json - └── ... -``` - -**Option B: S3 / Object Storage** (Production - RECOMMENDED) -```python -s3://scraper-reviews-bucket/ - ├── 2026/01/18/550e8400-e29b-41d4-a716-446655440000.json - ├── 2026/01/18/6a1f9b2c-3d4e-5f6g-7h8i-9j0k1l2m3n4o.json - └── ... -``` - -**Why S3**: -- ✅ Unlimited storage -- ✅ No disk management -- ✅ High availability -- ✅ Versioning support -- ✅ Pre-signed URLs for direct access -- ✅ Lifecycle policies (auto-delete old files) - -**Recommendation**: **S3 (or compatible)** for production - ---- - -### 6. **Webhook Dispatcher** - -**Features**: -- ✅ Retry logic (exponential backoff) -- ✅ Dead letter queue for failed webhooks -- ✅ Webhook signatures (HMAC for security) -- ✅ Timeout handling -- ✅ Async delivery - -**Implementation**: -```python -async def send_webhook(webhook_url, payload, max_retries=3): - for attempt in range(max_retries): - try: - # Add signature - signature = hmac.new( - WEBHOOK_SECRET, - json.dumps(payload).encode(), - hashlib.sha256 - ).hexdigest() - - # Send with timeout - async with httpx.AsyncClient() as client: - response = await client.post( - webhook_url, - json=payload, - headers={"X-Webhook-Signature": signature}, - timeout=10.0 - ) - - if response.status_code == 200: - return True - - except Exception as e: - if attempt < max_retries - 1: - await asyncio.sleep(2 ** attempt) # Exponential backoff - else: - # Move to dead letter queue - await save_to_dead_letter_queue(webhook_url, payload) - - return False -``` - ---- - -## 🔥 Complete Workflow Examples - -### Workflow 1: **Webhooks** (Production) - -```python -# 1. Client submits job with webhook -POST /scrape -{ - "url": "https://maps.google.com/...", - "webhook_url": "https://client.com/webhook", - "webhook_secret": "secret123" # For signature verification -} - -Response: -{ - "job_id": "550e8400-...", - "status": "queued", - "estimated_time": "20s" -} - -# 2. Server enqueues job -redis.lpush("scraper:queue", job_id) - -# 3. Worker picks up job -worker = get_from_queue() -result = fast_scrape_reviews(url) - -# 4. Save to S3 -s3.upload(f"reviews/{job_id}.json", reviews) - -# 5. Update database -db.jobs.update(job_id, { - status: "completed", - reviews_count: 244, - reviews_url: f"https://api.example.com/jobs/{job_id}/reviews" -}) - -# 6. Send webhook to client -POST https://client.com/webhook -Headers: - X-Webhook-Signature: hmac_sha256(payload, secret) -Body: -{ - "event": "job.completed", - "job_id": "550e8400-...", - "status": "completed", - "reviews_count": 244, - "reviews_url": "https://api.example.com/jobs/{job_id}/reviews", - "completed_at": "2026-01-18T10:30:20Z" -} - -# 7. Client downloads reviews -GET https://api.example.com/jobs/{job_id}/reviews -# Or direct S3 pre-signed URL -GET https://s3.amazonaws.com/bucket/reviews/{job_id}.json?signature=... -``` - ---- - -### Workflow 2: **SSE Streaming** (Real-time Dashboard) - -```python -# 1. Client opens SSE connection -EventSource("/jobs/{job_id}/stream") - -# 2. Server streams progress updates -def stream_progress(job_id): - while True: - job = get_job(job_id) - - yield f"data: {json.dumps({ - 'stage': job.stage, - 'reviews_loaded': job.reviews_loaded, - 'progress_percent': job.progress_percent - })}\n\n" - - if job.status in ['completed', 'failed']: - break - - await asyncio.sleep(1) # Update every second - -# 3. Client receives updates -onmessage: {"stage": "scrolling", "reviews_loaded": 50, "progress": 20} -onmessage: {"stage": "scrolling", "reviews_loaded": 100, "progress": 40} -onmessage: {"stage": "scrolling", "reviews_loaded": 150, "progress": 60} -onmessage: {"stage": "extracting", "reviews_loaded": 244, "progress": 100} -onmessage: {"stage": "completed", "total": 244} -``` - ---- - -### Workflow 3: **Polling** (Simple Clients) - -```python -# 1. Submit job (no webhook) -POST /scrape -{ - "url": "https://maps.google.com/..." -} - -Response: -{ - "job_id": "550e8400-...", - "status": "queued" -} - -# 2. Poll every 3 seconds -while True: - response = GET /jobs/{job_id} - - if response.status == "completed": - reviews = GET /jobs/{job_id}/reviews - break - elif response.status == "failed": - handle_error(response.error_message) - break - - sleep(3) -``` - ---- - -## 🏥 Health Checks - -### 1. **Basic Health Check** - -```python -@app.get("/health") -async def health_check(): - return { - "status": "healthy", - "timestamp": datetime.utcnow().isoformat(), - "version": "1.0.0" - } -``` - -### 2. **Detailed Health Check** (Recommended) - -```python -@app.get("/health/detailed") -async def detailed_health(): - checks = { - "api": await check_api(), # Always healthy if responding - "database": await check_database(), # Query DB - "redis": await check_redis(), # Ping Redis - "s3": await check_s3(), # List buckets - "workers": await check_workers(), # Check if workers alive - "disk": await check_disk_space(), # Check disk usage - } - - overall_healthy = all(c["healthy"] for c in checks.values()) - - return { - "status": "healthy" if overall_healthy else "degraded", - "checks": checks, - "timestamp": datetime.utcnow().isoformat() - } - -# Example response: -{ - "status": "healthy", - "checks": { - "api": {"healthy": true, "latency_ms": 1}, - "database": {"healthy": true, "latency_ms": 5}, - "redis": {"healthy": true, "latency_ms": 2}, - "s3": {"healthy": true, "latency_ms": 50}, - "workers": {"healthy": true, "active_workers": 4}, - "disk": {"healthy": true, "usage_percent": 45} - }, - "timestamp": "2026-01-18T10:30:00Z" -} -``` - -### 3. **Readiness vs Liveness** (Kubernetes) - -```python -# Liveness: Is the app alive? (restart if false) -@app.get("/health/live") -async def liveness(): - # Simple check - is the server running? - return {"status": "alive"} - -# Readiness: Can the app handle traffic? (remove from load balancer if false) -@app.get("/health/ready") -async def readiness(): - # Check dependencies - db_ok = await ping_database() - redis_ok = await ping_redis() - - if db_ok and redis_ok: - return {"status": "ready"} - else: - raise HTTPException(status_code=503, detail="Not ready") -``` - ---- - -## 📊 Monitoring & Metrics - -### Prometheus Metrics - -```python -from prometheus_client import Counter, Histogram, Gauge - -# Counters -jobs_total = Counter('scraper_jobs_total', 'Total jobs created', ['status']) -webhooks_sent = Counter('scraper_webhooks_sent_total', 'Webhooks sent', ['success']) - -# Histograms -scrape_duration = Histogram('scraper_duration_seconds', 'Scraping duration') -reviews_scraped = Histogram('scraper_reviews_count', 'Reviews per job') - -# Gauges -active_jobs = Gauge('scraper_active_jobs', 'Currently running jobs') -queue_size = Gauge('scraper_queue_size', 'Jobs in queue') - -@app.get("/metrics") -async def metrics(): - # Prometheus scrapes this endpoint - return Response(generate_latest(), media_type="text/plain") -``` - ---- - -## 🔐 Security - -### 1. **API Keys** - -```python -@app.post("/scrape") -async def scrape( - request: ScrapeRequest, - api_key: str = Header(..., alias="X-API-Key") -): - if not validate_api_key(api_key): - raise HTTPException(status_code=401, detail="Invalid API key") - - # Process request... -``` - -### 2. **Rate Limiting** - -```python -from slowapi import Limiter, _rate_limit_exceeded_handler -from slowapi.util import get_remote_address - -limiter = Limiter(key_func=get_remote_address) - -@app.post("/scrape") -@limiter.limit("10/minute") # Max 10 jobs per minute -async def scrape(request: Request, ...): - # Process request... -``` - -### 3. **Webhook Signatures** - -```python -import hmac - -def verify_webhook_signature(payload, signature, secret): - expected = hmac.new( - secret.encode(), - payload.encode(), - hashlib.sha256 - ).hexdigest() - - return hmac.compare_digest(signature, expected) -``` - ---- - -## 🚀 Deployment Options - -### Option 1: **Docker Compose** (Development) - -```yaml -version: '3.8' -services: - api: - build: . - ports: - - "8000:8000" - environment: - - REDIS_URL=redis://redis:6379 - - DATABASE_URL=postgresql://db:5432/scraper - depends_on: - - redis - - db - - worker: - build: . - command: python worker.py - environment: - - REDIS_URL=redis://redis:6379 - depends_on: - - redis - deploy: - replicas: 4 - - redis: - image: redis:7-alpine - - db: - image: postgres:15-alpine - environment: - - POSTGRES_DB=scraper -``` - -### Option 2: **Kubernetes** (Production) - -```yaml -apiVersion: apps/v1 -kind: Deployment -metadata: - name: scraper-api -spec: - replicas: 3 - selector: - matchLabels: - app: scraper-api - template: - spec: - containers: - - name: api - image: scraper-api:latest - ports: - - containerPort: 8000 - env: - - name: REDIS_URL - value: redis://redis:6379 - livenessProbe: - httpGet: - path: /health/live - port: 8000 - readinessProbe: - httpGet: - path: /health/ready - port: 8000 ---- -apiVersion: apps/v1 -kind: Deployment -metadata: - name: scraper-worker -spec: - replicas: 10 - selector: - matchLabels: - app: scraper-worker - template: - spec: - containers: - - name: worker - image: scraper-worker:latest -``` - ---- - -## 📈 Scaling Considerations - -### Horizontal Scaling - -``` -1 Worker = 3 jobs/minute (20s per job) -10 Workers = 30 jobs/minute -100 Workers = 300 jobs/minute = 432,000 jobs/day -``` - -### Resource Requirements (per worker) - -``` -CPU: 1-2 cores (Chrome is CPU-intensive) -RAM: 2-4 GB (headless Chrome + data) -Disk: Minimal (results go to S3) -``` - -### Auto-scaling (Kubernetes HPA) - -```yaml -apiVersion: autoscaling/v2 -kind: HorizontalPodAutoscaler -metadata: - name: scraper-worker-hpa -spec: - scaleTargetRef: - apiVersion: apps/v1 - kind: Deployment - name: scraper-worker - minReplicas: 2 - maxReplicas: 50 - metrics: - - type: External - external: - metric: - name: redis_queue_size - target: - type: Value - value: "10" # Scale up if queue > 10 -``` - ---- - -## ✅ Recommended Stack - -### For Small-Medium (< 1000 jobs/day): -``` -✅ FastAPI (API Server) -✅ Redis (Queue + Cache) -✅ PostgreSQL (Job metadata) -✅ Local files or S3 (Reviews storage) -✅ Webhooks (Primary) -✅ Polling (Fallback) -✅ Docker Compose (Deployment) -``` - -### For Large Scale (> 10,000 jobs/day): -``` -✅ FastAPI (API Server) -✅ RabbitMQ (Queue) -✅ PostgreSQL (Job metadata) -✅ S3 (Reviews storage) -✅ Webhooks (Primary) -✅ SSE (Real-time updates) -✅ Kubernetes (Orchestration) -✅ Prometheus + Grafana (Monitoring) -✅ ELK Stack (Logging) -``` - ---- - -## 🎯 Next Steps - -Would you like me to implement: - -1. ✅ **Webhooks** - Full webhook support with retries -2. ✅ **Redis Queue** - Job queue with Celery/RQ -3. ✅ **PostgreSQL** - Job metadata storage -4. ✅ **S3 Storage** - Reviews file storage -5. ✅ **Health Checks** - Detailed health endpoints -6. ✅ **SSE Streaming** - Real-time progress updates (optional) -7. ✅ **Docker Setup** - Complete docker-compose.yml - -**My recommendation**: Start with **#1-5** (core production features), add #6-7 later if needed. - -Let me know which to implement first! diff --git a/OPTIMIZATION_RESULTS.md b/OPTIMIZATION_RESULTS.md deleted file mode 100644 index a7b368a..0000000 --- a/OPTIMIZATION_RESULTS.md +++ /dev/null @@ -1,157 +0,0 @@ -# Google Maps Scraper Optimization Results - -## Summary - -Successfully optimized Google Maps review scraper from **155 seconds** to **~29 seconds** - achieving **5.3x speedup**! - -## Approaches Tested - -### 1. ✅ Fast API Scrolling (`start_fast.py`) - **WINNER** -**Time**: ~29 seconds for 234 reviews -**Speed**: 5.3x faster than original -**Reviews/sec**: 7.9 - -**How it works**: -1. Navigate to reviews page (~15s) -2. Setup API interceptor (~2s) -3. Rapid scrolling with 0.3s waits (~12s) - - Each scroll triggers API call - - API returns 10 reviews per response - - No DOM parsing needed! -4. Collect all API responses - -**Why it works**: -- Uses browser's active session (no auth issues) -- Minimal wait between scrolls (0.3s optimal) -- API interception captures all responses -- Zero DOM parsing overhead - -**Usage**: -```bash -python start_fast.py -``` - ---- - -### 2. ❌ Parallel API Calls (`start_parallel.py`) -**Result**: Failed - 400 error -**Issue**: Captured cookies missing auth tokens (SID, HSID, SAPISID) - -Captured only 5 tracking cookies when browser closed. Auth cookies only available: -- When logged into Google account, OR -- In active browser session - ---- - -### 3. ❌ Parallel Browser Fetch (`start_parallel_v2.py`) -**Result**: Script timeout -**Issue**: Sequential token dependency - -Google Maps API requires continuation tokens from previous response, so pages can't be fetched fully in parallel. The sequential token collection + parallel fetch took too long and timed out. - ---- - -### 4. ⚠️ Hybrid Parallel (`start_hybrid_parallel.py`) -**Result**: Partial success (60 reviews, timeout on parallel phase) -**Issue**: Same script timeout on parallel fetch - -Collected 60 reviews via scrolling, then timed out on parallel fetch of remaining pages. - ---- - -## Key Findings - -### Optimal Scroll Timing -| Wait Time | Reviews | Time | Speed | Notes | -|-----------|---------|------|-------|-------| -| 0.8s | 234 | 43s | 3.6x | Original fast version | -| 0.3s | 234 | 29s | 5.3x | ✅ **Optimal - best balance** | -| 0.15s | 210 | 30s | 5.1x | Too fast - misses 24 reviews | - -**Conclusion**: 0.3s is the sweet spot - fast enough for 5.3x speedup while capturing all reviews. - -### Why True Parallel is Hard -1. **Continuation tokens**: Each API response contains token for next page -2. **Sequential dependency**: Must fetch page N before getting token for page N+1 -3. **Script timeout**: Collecting tokens + parallel fetch exceeds browser timeout -4. **Session state**: Direct API calls fail without active browser session - -### What We Learned -- Browser's active session can make API calls that standalone requests cannot -- API interception is more reliable than trying to replay requests -- Small optimizations (0.3s vs 0.8s wait) make big differences (3.6x → 5.3x) -- Sometimes simple solutions (fast scrolling) beat complex ones (parallel fetch) - ---- - -## Performance Comparison - -``` -Approach Time Reviews Speed Notes -──────────────────────────────────────────────────────────────────── -Original DOM Scraping 155s 244 1.0x Baseline -Fast API Scrolling (0.8s) 43s 234 3.6x Good -Fast API Scrolling (0.3s) 29s 234 5.3x ✅ Best -Ultra-fast (0.15s) 30s 210 5.1x Misses reviews -Hybrid Parallel 51s 60 3.0x Timeout issues -Parallel Fetch V1 FAILED 0 N/A Auth error -Parallel Fetch V2 FAILED 0 N/A Timeout -``` - ---- - -## Recommendations - -### For Best Performance -Use `start_fast.py` with 0.3s scroll timing: - -```bash -python start_fast.py -``` - -**Benefits**: -- ✅ 5.3x faster than original (29s vs 155s) -- ✅ Gets 234/244 reviews (95.9%) -- ✅ No login required -- ✅ Stable and reliable -- ✅ Simple implementation - -### For Maximum Reviews -Use original `start.py`: - -```bash -python start.py -``` - -Gets all 244 reviews but takes 155 seconds. - ---- - -## Future Improvements - -Potential optimizations (not yet tested): -1. **Reduce initial wait times**: Navigate/click timing could be optimized -2. **Pre-inject API interceptor**: Setup before navigation for instant capture -3. **Smarter scroll detection**: Only scroll when API call completes -4. **Progressive timeout increase**: Start with 0.1s, increase if misses detected - -However, at 5.3x speedup with simple implementation, further optimization may not be worth the complexity. - ---- - -## Conclusion - -**The `start_fast.py` script achieves the best balance**: -- 5.3x faster than original -- 95.9% review coverage (234/244) -- Simple, stable, reliable -- No authentication required - -True parallel API calls face fundamental limitations due to: -- Continuation token dependencies -- Browser session requirements -- Script execution timeouts - -The fast scrolling approach leverages the browser's capabilities while minimizing wait times, achieving excellent performance without the complexity and failure modes of parallel approaches. - -**Mission accomplished!** 🚀 diff --git a/PARALLEL_OPTIMIZATION_RESULTS.md b/PARALLEL_OPTIMIZATION_RESULTS.md deleted file mode 100644 index 16db644..0000000 --- a/PARALLEL_OPTIMIZATION_RESULTS.md +++ /dev/null @@ -1,200 +0,0 @@ -# Parallel Optimization Results - -## Question: Can we do scrolling and DOM parsing in parallel? - -**TL;DR**: No, sequential is faster. DOM parsing during scrolling adds too much overhead. - ---- - -## Approaches Tested - -### 1. ❌ Full Parallel Hybrid (`start_parallel_hybrid.py`) -**Strategy**: Parse DOM every 5 scrolls while collecting API responses - -**Results**: -- Time: 76-103 seconds -- Reviews: 244/244 -- **Verdict**: 2.3x SLOWER than sequential - -**Why it failed**: DOM parsing is heavyweight. Even parsing every 5 scrolls adds 50-80 seconds of overhead to the scroll loop. - ---- - -### 2. ❌ Optimized Parallel (`start_parallel_hybrid.py` v2) -**Strategy**: Only parse DOM in last 10 scrolls when near 234 reviews - -**Results**: -- Time: 76 seconds -- Reviews: 244/244 -- **Verdict**: Still 2.2x slower than sequential - -**Why it failed**: DOM parsing at any point during scrolling slows down the critical scroll loop. - ---- - -### 3. ❌ Minimal Overhead Parallel (`start_optimized_hybrid.py`) -**Strategy**: Keep scroll loop completely clean, only parse DOM at very end - -**Results**: -- Time: 0 reviews (instability) -- **Verdict**: FAILED - page not ready, 0 reviews captured - -**Why it failed**: Timing instability. Difficult to get initialization exactly right. - ---- - -### 4. ✅ **WINNER: Sequential Hybrid** (`start_ultra_fast_complete.py`) -**Strategy**: -1. Phase 1: Ultra-fast API scrolling (no DOM parsing) -2. Phase 2: Targeted DOM parsing for missing 10 reviews - -**Results**: -- **Time**: 32.4 seconds -- **Reviews**: 244/244 (100%) -- **Speedup**: 4.8x faster than original -- **Stability**: 100% reliable - -**Why it works**: -- API scrolling is fastest when uninterrupted (19.5s) -- DOM parsing is most efficient on fully loaded page (12.9s) -- Clean separation = predictable, stable performance - ---- - -## Performance Comparison - -``` -Approach Time Speedup Reviews Status -──────────────────────────────────────────────────────────────────────────── -Original DOM Scraping 155s 1.0x 244 Baseline -Ultra-Fast API Only 19.4s 8.0x 234 Fast but incomplete -Sequential Hybrid (WINNER) 32.4s 4.8x 244 ✅ Best balance -Parallel Hybrid (every 5 scrolls) 103s 1.5x 244 Too slow -Parallel Hybrid (last 10 scrolls) 76s 2.0x 244 Still slow -Optimized Parallel FAILED N/A 0 Unstable -``` - ---- - -## Key Findings - -### Why Parallel Doesn't Help - -1. **DOM Parsing is Heavy** - - Finding elements: ~100-200ms per query - - Parsing each element: ~10-50ms - - Total overhead: 50-80 seconds when done during scrolling - -2. **Scroll Loop is Time-Critical** - - Optimal scroll timing: 0.27 seconds - - API response collection: ~30-50ms - - Adding DOM parsing: +100-200ms = 4-8x slower per scroll - -3. **Page State Matters** - - During scrolling: Elements constantly changing (stale references) - - After scrolling: Stable DOM, faster parsing - -### Why Sequential Wins - -1. **Clean Scroll Loop** - - Only API collection (fast) - - No element queries during critical path - - Predictable timing - -2. **Efficient DOM Parsing** - - Parse on stable page (no stale elements) - - Only parse top 15-20 reviews (missing ones are at top) - - Batch operation is faster than incremental - -3. **Simple = Stable** - - Two clear phases, easy to debug - - No complex synchronization - - Consistent results - ---- - -## Theoretical Analysis - -### Time Breakdown - -**Sequential Approach**: -``` -Phase 1: API Scrolling - - 35 scrolls × 0.27s = 9.5s - - API collection overhead = 10.0s - - Total Phase 1 = 19.5s - -Phase 2: DOM Parsing - - Scroll to top = 0.5s - - Find elements = 0.8s - - Parse 15 elements = 11.6s - - Total Phase 2 = 12.9s - -TOTAL = 32.4s -``` - -**Parallel Approach** (every 5 scrolls): -``` -Combined Scrolling + DOM: - - 40 scrolls with DOM parsing - - Per scroll: 0.27s scroll + 2.0s DOM = 2.27s - - Total = 90.8s (plus overhead) - -TOTAL = ~103s -``` - -**Parallel Approach** (last 10 scrolls): -``` -Phase 1: Fast scrolling (30 scrolls) - - 30 × 0.27s = 8.1s - -Phase 2: Slow scrolling with DOM (10 scrolls) - - 10 × (0.27s + 6.5s) = 67.7s - -TOTAL = 75.8s -``` - -### Why DOM is So Slow During Scrolling - -1. **Stale Element References**: Elements change as page scrolls, requiring re-queries -2. **Layout Thrashing**: DOM queries force layout recalculation -3. **Concurrent Modifications**: Page is updating while we're reading -4. **No Batch Optimization**: Can't batch when elements keep changing - ---- - -## Conclusion - -**Sequential is 2-3x faster than parallel** for this use case. - -**Recommended Solution**: `start_ultra_fast_complete.py` - -```bash -python start_ultra_fast_complete.py -``` - -**Benefits**: -- ✅ 4.8x faster than original (32.4s vs 155s) -- ✅ 100% completeness (244/244 reviews) -- ✅ 100% stable and reliable -- ✅ Simple, maintainable code -- ✅ Saves 122 seconds per run - -**Why not ultra-fast API-only (8.0x)?** -- Missing 10 reviews (4.1%) -- Only 13 seconds slower to get 100% completeness -- Worth the trade-off for most use cases - ---- - -## Lessons Learned - -1. **"Parallel" doesn't always mean faster** - overhead matters -2. **Keep critical loops clean** - don't add slow operations to tight loops -3. **Stable state = faster operations** - parse DOM when it's not changing -4. **Simple often wins** - clear phases beat complex synchronization -5. **Measure, don't assume** - test proves sequential is faster - ---- - -**Final Recommendation**: Use sequential hybrid approach (`start_ultra_fast_complete.py`) for best balance of speed and completeness. diff --git a/PHASE1_COMPLETE.md b/PHASE1_COMPLETE.md deleted file mode 100644 index 955e202..0000000 --- a/PHASE1_COMPLETE.md +++ /dev/null @@ -1,501 +0,0 @@ -# ✅ Phase 1 Implementation Complete! - -## 🎉 What Was Built - -### Production Microservice with: -1. ✅ **PostgreSQL Storage** - JSONB for reviews (not S3!) -2. ✅ **Webhooks** - Async notifications with retry logic -3. ✅ **Smart Health Checks** - Canary testing to verify scraping works -4. ✅ **Fast Scraper** - 18.9s average (8.2x faster) -5. ✅ **Docker Deployment** - Complete Docker Compose setup - ---- - -## 📦 Files Created - -### Core Modules: -``` -modules/ -├── database.py # PostgreSQL with JSONB storage -├── webhooks.py # Webhook delivery with retries + HMAC -├── health_checks.py # Canary testing every 4 hours -└── fast_scraper.py # Ultra-fast DOM scraper (existing, updated) -``` - -### API Server: -``` -api_server_production.py # Production API with all Phase 1 features -``` - -### Deployment: -``` -Dockerfile # Production container image -docker-compose.production.yml # Complete Docker setup -requirements-production.txt # Production dependencies -.env.example # Environment configuration template -``` - -### Documentation: -``` -DEPLOYMENT_GUIDE.md # Complete deployment instructions -STORAGE_COMPARISON.md # PostgreSQL vs S3 analysis -HEALTH_CHECKS.md # Smart health check strategy -MICROSERVICE_ARCHITECTURE.md # Full architecture docs -PHASE1_COMPLETE.md # This file -``` - -### Testing: -``` -test_phase1.py # Module validation test -``` - ---- - -## 🏗️ Architecture - -``` -Client Request - ↓ -Production API Server - ↓ -PostgreSQL - ├─ Job metadata (status, timestamps, etc.) - └─ Reviews data (JSONB - 244 reviews = 150 KB) - ↓ -Webhooks (async notifications) - ├─ Retry logic (3 attempts, exponential backoff) - ├─ HMAC signatures for security - └─ Delivery tracking in database - ↓ -Background Canary Monitor - └─ Runs actual scrape every 4 hours - ├─ Verifies Chrome works - ├─ Verifies selectors work - ├─ Verifies GDPR handling works - └─ Alerts if 3 consecutive failures -``` - ---- - -## 🚀 Quick Start - -### Option 1: Docker (Recommended) - -```bash -# 1. Configure environment -cp .env.example .env -nano .env - -# 2. Start services -docker-compose -f docker-compose.production.yml up -d - -# 3. Check health -curl http://localhost:8000/health/detailed | jq -``` - -### Option 2: Manual - -```bash -# 1. Install dependencies -pip install -r requirements-production.txt - -# 2. Setup PostgreSQL -createdb scraper - -# 3. Set environment -export DATABASE_URL="postgresql://$(whoami)@localhost:5432/scraper" -export API_BASE_URL="http://localhost:8000" - -# 4. Run server -python api_server_production.py -``` - ---- - -## 💡 Key Design Decisions - -### 1. PostgreSQL JSONB (Not S3) - -**Why PostgreSQL wins**: -- ✅ 14-57x faster (2ms vs 200ms) -- ✅ Simpler (one service, not two) -- ✅ Transactional (atomic updates) -- ✅ Queryable (can search reviews with SQL) -- ✅ Cheaper for < 100,000 jobs/month - -**When to use S3**: Only if you exceed 100GB+ of review data - -**Storage efficiency**: -``` -244 reviews × 0.6 KB = 150 KB per job -10,000 jobs/month = 1.5 GB/month ✅ Perfect for PostgreSQL -``` - -### 2. Smart Health Checks (Canary Testing) - -**Why it matters**: -- Basic health checks only verify services are up -- They DON'T verify scraping actually works -- Google can change page structure and break selectors -- **Canary tests verify scraping works end-to-end** - -**How it works**: -``` -Every 4 hours: - 1. Run actual scrape on test URL - 2. Verify we get reviews - 3. Verify data structure is correct - 4. Alert if 3 consecutive failures -``` - -**This catches issues before your customers do!** - -### 3. Webhooks (Not Just Polling) - -**Why webhooks**: -- ✅ No polling needed (reduces server load) -- ✅ Instant notifications when job completes -- ✅ Industry standard (Stripe, GitHub use this) -- ✅ Scales to millions of jobs - -**Security**: -- HMAC-SHA256 signatures on all webhooks -- Timestamp headers to prevent replay attacks -- Retry logic with exponential backoff -- Delivery tracking in database - ---- - -## 📡 API Examples - -### Submit Job with Webhook - -```bash -curl -X POST "http://localhost:8000/scrape" \ - -H "Content-Type: application/json" \ - -d '{ - "url": "https://www.google.com/maps/place/YOUR_BUSINESS", - "webhook_url": "https://your-server.com/webhook", - "webhook_secret": "your-secret-key" - }' -``` - -**Response**: -```json -{ - "job_id": "550e8400-e29b-41d4-a716-446655440000", - "status": "started" -} -``` - -### Receive Webhook (When Complete) - -```json -POST https://your-server.com/webhook -Headers: - X-Webhook-Signature: sha256=abc123... - X-Webhook-Timestamp: 1705582800 - -Body: -{ - "event": "job.completed", - "job_id": "550e8400-...", - "status": "completed", - "reviews_count": 244, - "scrape_time": 18.9, - "reviews_url": "http://localhost:8000/jobs/{job_id}/reviews" -} -``` - -### Verify Webhook Signature - -```python -import hmac -import hashlib - -def verify_webhook(payload: str, signature: str, secret: str) -> bool: - expected = signature.split("sha256=", 1)[1] - computed = hmac.new( - secret.encode(), - payload.encode(), - hashlib.sha256 - ).hexdigest() - return hmac.compare_digest(expected, computed) -``` - -### Get Reviews - -```bash -curl "http://localhost:8000/jobs/550e8400-.../reviews" | jq -``` - ---- - -## 🏥 Health Endpoints - -### Liveness (Kubernetes restart if fails) - -```bash -GET /health/live -``` - -### Readiness (Load balancer routing) - -```bash -GET /health/ready -``` - -### Canary (External monitoring alerts) - -```bash -GET /health/canary -``` - -**Response**: -```json -{ - "status": "healthy", - "last_success": "2026-01-18T10:00:00Z", - "age_minutes": 30, - "consecutive_failures": 0, - "last_result": { - "reviews_count": 244, - "scrape_time": 18.9 - } -} -``` - -### Detailed (Debugging) - -```bash -GET /health/detailed -``` - ---- - -## 📊 Database Schema - -### Jobs Table - -```sql -job_id UUID PRIMARY KEY -status VARCHAR(20) -- pending, running, completed, failed, cancelled -url TEXT -webhook_url TEXT -webhook_secret TEXT -created_at TIMESTAMP -started_at TIMESTAMP -completed_at TIMESTAMP -reviews_count INTEGER -reviews_data JSONB -- ← All 244 reviews stored here! -scrape_time REAL -error_message TEXT -metadata JSONB -``` - -**Size**: 244 reviews = ~150 KB per job - -### Canary Results Table - -```sql -id SERIAL PRIMARY KEY -timestamp TIMESTAMP -success BOOLEAN -reviews_count INTEGER -scrape_time REAL -error_message TEXT -metadata JSONB -``` - -**Purpose**: Track canary test history for monitoring - -### Webhook Attempts Table - -```sql -id SERIAL PRIMARY KEY -job_id UUID -attempt_number INTEGER -- 1, 2, 3... -timestamp TIMESTAMP -success BOOLEAN -status_code INTEGER -error_message TEXT -response_time_ms REAL -``` - -**Purpose**: Track webhook delivery for debugging - ---- - -## 📈 Performance - -### Scraping Speed - -``` -Average Time: 18.9 seconds -Reviews: 244 (100%) -Speedup: 8.2x faster than original -Success Rate: 100% -``` - -### Storage Efficiency - -``` -1 job = 150 KB -1,000 jobs = 150 MB -10,000 jobs = 1.5 GB ✅ PostgreSQL handles easily -``` - -### Webhook Delivery - -``` -Max retries: 3 attempts -Backoff: Exponential (2s, 4s, 8s) -Timeout: 10 seconds per attempt -Success rate: 99.5% (with retries) -``` - -### Canary Testing - -``` -Interval: Every 4 hours -Test duration: ~20 seconds -Alert threshold: 3 consecutive failures -Downtime detection: Within 12 hours maximum -``` - ---- - -## 🔒 Security Features - -### Webhook Security - -- ✅ HMAC-SHA256 signatures -- ✅ Timestamp headers -- ✅ Secret validation -- ✅ Replay attack prevention - -### Database Security - -- ✅ Parameterized queries (SQL injection safe) -- ✅ Connection pooling -- ✅ Environment-based credentials -- ✅ No secrets in code - -### API Security - -- ✅ CORS configured -- ✅ Input validation (Pydantic) -- ✅ Error handling -- ✅ Health check endpoints - ---- - -## 🐛 Testing - -### Module Validation - -```bash -python test_phase1.py -``` - -**Tests**: -- ✅ All imports work -- ✅ Database module structure -- ✅ Webhook signature generation -- ✅ Health check system structure -- ✅ Scraper integration - -### Full Integration Test - -```bash -# Start services -docker-compose -f docker-compose.production.yml up -d - -# Wait for services -sleep 10 - -# Test health -curl http://localhost:8000/health/detailed | jq - -# Submit test job -curl -X POST http://localhost:8000/scrape \ - -H "Content-Type: application/json" \ - -d '{"url": "https://www.google.com/maps/place/...", "webhook_url": "https://webhook.site/YOUR_ID"}' - -# Check status -curl http://localhost:8000/jobs/{job_id} | jq -``` - ---- - -## 🎯 What's Next (Phase 2) - -### Optional Enhancements: - -1. **Redis Queue** - Distribute jobs across multiple workers -2. **Worker Processes** - Separate API from scraping -3. **Auto-scaling** - Kubernetes HPA based on queue size -4. **SSE Streaming** - Real-time progress updates (optional) -5. **Prometheus Metrics** - Advanced monitoring -6. **Rate Limiting** - API rate limits per client - -**Current Phase 1 handles**: -- ✅ Up to 10,000 jobs/month easily -- ✅ Single server deployment -- ✅ Production-ready microservice - -**Upgrade to Phase 2 when**: -- You need > 100,000 jobs/month -- You need auto-scaling -- You need multi-region deployment - ---- - -## 📚 Documentation - -All documentation created: - -1. **DEPLOYMENT_GUIDE.md** - Complete deployment instructions -2. **STORAGE_COMPARISON.md** - PostgreSQL vs S3 decision -3. **HEALTH_CHECKS.md** - Canary testing strategy -4. **MICROSERVICE_ARCHITECTURE.md** - Full architecture details -5. **API_DOCUMENTATION.md** - API reference (from earlier) -6. **PHASE1_COMPLETE.md** - This summary - ---- - -## ✅ Phase 1 Checklist - -- [x] PostgreSQL storage with JSONB -- [x] Webhook delivery with retries -- [x] Smart health checks with canary -- [x] Fast scraper integration (18.9s) -- [x] Docker Compose setup -- [x] Complete documentation -- [x] Security (HMAC signatures) -- [x] Monitoring (canary + health) -- [x] Production-ready API -- [x] Testing scripts - ---- - -## 🚀 You're Production Ready! - -Your microservice now has: - -✅ **Fast scraping** (18.9s average) -✅ **Persistent storage** (PostgreSQL survives restarts) -✅ **Async notifications** (webhooks with retries) -✅ **Self-monitoring** (canary tests every 4 hours) -✅ **Health checks** (Kubernetes-ready) -✅ **Security** (HMAC webhook signatures) -✅ **Scalability** (handles 10,000+ jobs/month) -✅ **Documentation** (complete deployment guide) - -**Start using it**: - -```bash -docker-compose -f docker-compose.production.yml up -d -``` - -**That's it!** Your production scraping microservice is live! 🎉 diff --git a/QUICKSTART.md b/QUICKSTART.md deleted file mode 100644 index 61003ac..0000000 --- a/QUICKSTART.md +++ /dev/null @@ -1,140 +0,0 @@ -# Quick Start - Fastest Google Maps Scraper - -## 🚀 The Fastest Way - -```bash -python start_dom_only_fast.py -``` - -**Result**: All 244 reviews in **~18.9 seconds** (8.2x faster than original) - ---- - -## ✅ What You Get - -- ⚡ **18.9 seconds** - Blazing fast -- ✅ **100% stable** - Works every time -- 🌍 **Universal** - Works for ANY Google Maps business -- 🎯 **Complete** - Gets ALL reviews -- 🔧 **Adaptive** - Auto-adjusts to network speed - ---- - -## 📋 Requirements - -```bash -pip install seleniumbase pyyaml -``` - ---- - -## ⚙️ Configuration - -Edit `config.yaml`: - -```yaml -url: https://www.google.com/maps/place/YOUR_BUSINESS_HERE -headless: false # Keep false for stability -``` - ---- - -## 🎯 Run It - -```bash -# Fastest (18.9s) - RECOMMENDED -python start_dom_only_fast.py - -# Alternative: Stable hybrid (32s) -python start_ultra_fast_complete.py - -# Original baseline (155s) -python start.py -``` - ---- - -## 📊 Performance - -| Script | Time | Speedup | Reviews | -|--------|------|---------|---------| -| **start_dom_only_fast.py** | **18.9s** | **8.2x** | **244** ✅ | -| start_ultra_fast_complete.py | 32.4s | 4.8x | 244 | -| start.py | 155s | 1.0x | 244 | - ---- - -## 💾 Output - -Reviews saved to: `google_reviews_dom_only_fast.json` - -```json -[ - { - "review_id": "review_123...", - "author": "John Doe", - "rating": 5.0, - "text": "Great place!", - "date_text": "2 months ago", - "avatar_url": "https://...", - "profile_url": "..." - } -] -``` - ---- - -## 🔥 Key Features - -### Dynamic Scroll Waiting -Scrolls **as fast as reviews load** - not on fixed timers! - -### GDPR Auto-Handling -Automatically handles consent pages in any language. - -### JavaScript Extraction -Extracts all reviews in **0.01 seconds** (40x faster than Selenium). - -### Universal Design -No hardcoded values - works for 10 reviews or 10,000 reviews. - ---- - -## 📈 What Makes It Fast? - -1. **GDPR consent handling** - Fixed root cause of failures -2. **Dynamic waiting** - Adapts to network speed (not fixed delays) -3. **JavaScript extraction** - 40x faster than Selenium -4. **Smart stopping** - Stops when reviews stop loading -5. **Optimized waits** - Minimal delays everywhere - ---- - -## ❓ Troubleshooting - -### Getting 0 reviews? -- Make sure `headless: false` in config.yaml -- Check your URL is correct -- Run again (sometimes GDPR page needs retry) - -### Too slow? -- Check your internet connection -- Close other browser windows -- Make sure SeleniumBase is updated - -### Missing some reviews? -- Increase `max_scrolls` in the script (default: 35) -- Or use `start_ultra_fast_complete.py` for guaranteed 100% - ---- - -## 🎯 Success Rate - -Tested **20+ runs**: -- ✅ Success: 100% -- ⚡ Average time: 18.9s -- 📊 All reviews: 244/244 - ---- - -**That's it! You're ready to scrape Google Maps at 8.2x speed!** 🚀 diff --git a/QUICK_START_API_MODE.md b/QUICK_START_API_MODE.md deleted file mode 100644 index 1446dea..0000000 --- a/QUICK_START_API_MODE.md +++ /dev/null @@ -1,195 +0,0 @@ -# Quick Start: API Interception Mode - -## ✅ Status: API Interceptor Enhanced & Ready - -The API interceptor has been **fully debugged and enhanced**. It successfully captures Google Maps API responses but needs parser tuning for your specific use case. - -## 🚀 Quick Start - -### Enable API Mode -Your `config.yaml` already has: -```yaml -enable_api_intercept: true -``` - -### Run with Debug Logging -```bash -# Clean Python cache first -find . -type d -name "__pycache__" -exec rm -rf {} + 2>/dev/null -find . -name "*.pyc" -delete - -# Run with debug output -LOG_LEVEL=DEBUG python start.py 2>&1 | tee scraper_debug.log -``` - -### What You'll See - -**✅ Successful Setup:** -``` -[INFO] API interception enabled via CDP -[INFO] JavaScript response interceptor injected with enhanced debugging -[INFO] API interceptor ready - capturing network responses -``` - -**📊 During Scraping:** -``` -[DEBUG] Retrieved 2 intercepted responses from browser -[DEBUG] - XHR: /maps/rpc/listugcposts?... (68426 bytes) -[DEBUG] Collected 2 network responses from browser -[DEBUG] Parsed 0 reviews from responses # If parser needs tuning -``` - -OR - -``` -[INFO] API interceptor captured 10 reviews (total unique API: 10) # SUCCESS! -``` - -## 🔧 What I Fixed - -### 1. **Fixed Critical Bug** (api_interceptor.py:527) -- Bug: `TypeError: '>' not supported between instances of 'InterceptedReview' and 'int'` -- Fix: Added proper type checking in recursive extraction - -### 2. **Enhanced Logging** (api_interceptor.py:204-369) -- Browser console logs with `[API Interceptor]` prefix -- Real-time network stats (Fetch/XHR counts) -- Response URL and size tracking -- Automatic response dumping in debug mode - -### 3. **Specialized Parser** (api_interceptor.py:435-558) -- Created `_parse_listugcposts_response()` for Google's API format -- Pattern-based detection: - - Long string (30+ chars) → Review ID - - Number 1-5 → Rating - - Long string (50+ chars, not URL) → Review text - - Short string (3-100 chars) → Author name - - Date patterns → Review date - -### 4. **Stats & Diagnostics** (scraper.py:1487-1509) -- Reports captured vs parsed reviews -- Shows browser console messages -- Dumps raw responses for analysis - -## 📈 Expected Performance - -| Mode | Speed | Time for 244 Reviews | -|------|-------|---------------------| -| **Current (DOM)** | 2-4 reviews/sec | ~3 minutes | -| **Target (API)** | 20-50 reviews/sec | **~10-20 seconds** | -| **Speed Up** | **10-25x faster!** | 🚀 | - -## 🧪 Testing & Tuning - -### Step 1: Capture Sample Responses -```bash -# Run in debug mode to dump API responses -LOG_LEVEL=DEBUG python start.py - -# Check for dumped responses -ls -lh debug_api_dump/ -``` - -### Step 2: Analyze Response Format -```bash -# View captured response structure -cat debug_api_dump/response_0_body.txt | head -100 -``` - -### Step 3: Tune Parser -If parsing returns 0 reviews, the Google API format may differ from our patterns. Open `debug_api_dump/response_0_body.txt` and: - -1. Look for review data patterns -2. Adjust detection logic in `_parse_listugcposts_response()` -3. Test again with `LOG_LEVEL=DEBUG python start.py` - -## 🎯 Browser Console Verification - -Open the browser console (F12) while scraping. You should see: - -``` -[API Interceptor] ✅ Injected successfully! Monitoring network requests... -[API Interceptor] XHR: /maps/rpc/listugcposts?authuser=0&hl=es... -[API Interceptor] ✅ CAPTURED XHR: /maps/rpc/listugcposts... Size: 68426 -[API Interceptor] Stats: Fetch: 0/0 XHR: 5/20 Queue: 5 -``` - -This confirms the interceptor is actively capturing API calls. - -## 🐛 Troubleshooting - -### No Responses Captured -``` -⚠️ API interception was enabled but captured 0 reviews. -Network stats - Fetch: 0/0, XHR: 0/0 -``` - -**Solutions:** -1. Check browser console for `[API Interceptor]` messages -2. Verify Google Maps is loading reviews (not empty page) -3. Try scrolling manually to trigger API calls - -### Responses Captured But 0 Reviews Parsed -``` -[DEBUG] Retrieved 2 intercepted responses from browser -[DEBUG] Parsed 0 reviews from responses -``` - -**Solutions:** -1. Check `debug_api_dump/` for raw responses -2. Analyze the response format -3. Adjust parser patterns in `_parse_listugcposts_response()` - -### Python Cache Issues -```bash -# Thoroughly clean cache -find . -type d -name "__pycache__" -exec rm -rf {} + 2>/dev/null -find . -name "*.pyc" -delete -find . -name "*.pyo" -delete - -# Restart scraper -python start.py -``` - -## 📊 Monitoring Progress - -```bash -# Real-time monitoring -tail -f scraper_debug.log | grep -E "(API|captured|Parsed|Merging)" - -# Check final results -grep -E "(total unique reviews|API interceptor captured|Merging)" scraper_debug.log -``` - -## 🎉 Success Indicators - -When API mode is working optimally, you'll see: - -``` -[INFO] API interceptor captured 15 reviews (total unique API: 15) -[INFO] API interceptor captured 12 reviews (total unique API: 27) -[INFO] Merging 244 reviews captured via API interception -[INFO] After merge: 244 total reviews -[INFO] Execution completed in 18.5 seconds # vs 174 seconds before! -``` - -## 📁 Key Files - -- `modules/api_interceptor.py` - Core interceptor logic -- `modules/scraper.py` - Integration with main scraper -- `config.yaml` - Configuration (`enable_api_intercept: true`) -- `API_INTERCEPTOR_DEBUG_SUMMARY.md` - Detailed technical docs -- `QUICK_START_API_MODE.md` - This file - -## 🔮 Next Steps - -1. **Test with Debug Mode**: `LOG_LEVEL=DEBUG python start.py` -2. **Verify Capturing**: Check browser console for interceptor messages -3. **Analyze Responses**: Review `debug_api_dump/` if parsing fails -4. **Tune Parser**: Adjust patterns based on actual API format -5. **Benchmark**: Compare speed vs DOM-only mode -6. **Pure API Mode**: Once working, add option to skip DOM entirely - ---- - -**Ready to test!** Run `LOG_LEVEL=DEBUG python start.py` and watch the magic happen! 🚀 diff --git a/RESULTS_SUMMARY.txt b/RESULTS_SUMMARY.txt deleted file mode 100644 index 995f54a..0000000 --- a/RESULTS_SUMMARY.txt +++ /dev/null @@ -1,98 +0,0 @@ -================================================================================ - API INTERCEPTOR DEBUG TEST - FINAL RESULTS -================================================================================ - -✅ TEST SUCCESSFUL - Proof of Concept Achieved! - -EXECUTION SUMMARY ------------------ -Test Duration: 142.91 seconds (~2 min 23 sec) -Total Reviews: 247 (244 from DOM + 3 from API) -API Responses: 40+ captured from /maps/rpc/listugcposts -API Parse Rate: ~15% (needs optimization) -Status: ✅ Completed successfully - -KEY ACHIEVEMENTS ----------------- -✅ API interception working perfectly -✅ Captured 40+ API responses (68KB-96KB each) -✅ Successfully parsed 3 unique reviews from API -✅ Found reviews that DOM scraping missed -✅ Clean integration with existing scraper -✅ Comprehensive debug logging in place - -PERFORMANCE METRICS -------------------- -Current (Mixed Mode): 247 reviews in 143 seconds -DOM Only (Baseline): 244 reviews in 174 seconds -Target (Optimized API): 244 reviews in 10-20 seconds (10-25x faster!) - -THE OPPORTUNITY ---------------- -Each API response is 68KB-96KB and likely contains 10-20 reviews. -We're currently only parsing 1-2 reviews per response (15% success rate). - -If we tune the parser to extract ALL reviews from API responses: -→ Get all 244 reviews in just 2-3 API calls -→ Complete scraping in 5-20 seconds instead of 3 minutes -→ Achieve 10-25x speed improvement! 🚀 - -WHAT WE PROVED --------------- -✅ Technology works -✅ Responses captured successfully -✅ Parser can extract review data -✅ System is stable and reliable -✅ Foundation is complete - -WHAT'S NEEDED -------------- -⚠️ Parser optimization (currently too conservative) -⚠️ Analyze actual Google API format -⚠️ Tune patterns to match Google's structure - -NEXT STEPS ----------- -1. Dump a sample API response for analysis -2. Study Google's exact response format -3. Tune parser to extract all reviews -4. Test and benchmark improvements -5. Enjoy 10-25x faster scraping! - -FILES CREATED -------------- -📄 API_TEST_RESULTS.md - Complete technical analysis -📄 QUICK_START_API_MODE.md - How to use API mode -📄 API_INTERCEPTOR_DEBUG_SUMMARY.md - Technical documentation -📄 RESULTS_SUMMARY.txt - This file - -HOW TO RE-RUN TEST ------------------- -# Clean cache -find . -type d -name "__pycache__" -exec rm -rf {} + 2>/dev/null -find . -name "*.pyc" -delete - -# Run with debug logging -LOG_LEVEL=DEBUG python start.py 2>&1 | tee test.log - -# Check results -grep "API interceptor captured\|Merging\|Finished" test.log - -CURRENT STATUS --------------- -✅ API Interceptor: PRODUCTION READY (hybrid mode) -⚠️ Parser Optimization: IN PROGRESS (15% → 80%+ target) -🚀 Speed Improvement: ACHIEVABLE (10-25x potential) - -THE BOTTOM LINE ---------------- -We successfully proved that Google Maps API interception works! - -The scraper captured 40+ API responses and extracted 3 reviews, -proving the technology is sound. With parser tuning, we can achieve -a 10-25x speed improvement, reducing scrape time from 3 minutes to -just 10-20 seconds. - -The foundation is complete. The path to 10-25x faster scraping is clear! 🎉 - -================================================================================ diff --git a/SPEED_OPTIMIZATION_SUMMARY.md b/SPEED_OPTIMIZATION_SUMMARY.md deleted file mode 100644 index a3e32c5..0000000 --- a/SPEED_OPTIMIZATION_SUMMARY.md +++ /dev/null @@ -1,180 +0,0 @@ -# Speed Optimization Journey - -## Final Results - -**Best Stable Performance**: `start_ultra_fast.py` -- **Time**: ~19.4 seconds (averaged over 4 runs) -- **Speed**: **8.0x faster** than original (155s → 19.4s) -- **Reviews**: 234/244 (95.9%) -- **Success Rate**: 100% stable - -## Optimization Progression - -| Version | Time | Speedup | Notes | -|---------|------|---------|-------| -| Original DOM scraping | 155s | 1.0x | Baseline - scrolls + parses DOM | -| Fast API (0.8s scroll) | 43s | 3.6x | API interception + scrolling | -| Fast API (0.3s scroll) | 29s | 5.3x | Faster scroll timing | -| Ultra-fast (0.25s, unstable) | 18s | 8.6x | ❌ 33% failure rate | -| **Ultra-fast (0.27s, stable)** | **19.4s** | **8.0x** | ✅ **100% stable** | - -## Key Optimizations Applied - -### 1. Removed Unnecessary Waits (~6s saved) -- ❌ 3s "wait for reviews page to load" → ✅ 1s (saves 2s) -- ❌ 2s after tab click → ✅ 0.4s (saves 1.6s) -- ❌ 2s after cookie dismiss → ✅ 0.4s (saves 1.6s) -- ❌ 2s for initial API trigger → ✅ 0.3s (saves 1.7s) - -### 2. Faster Scroll Timing (~10s saved) -- ❌ 0.8s per scroll (30 scrolls = 24s) -- ✅ 0.27s per scroll (30 scrolls = 8.1s) -- **Savings**: 15.9s - -### 3. Reduced Logging Overhead -- Log only every 10 scrolls instead of every scroll -- Minimal I/O during tight loop - -### 4. Optimized Pane Finding -- Use most common selector first -- Reduced timeout from 5s to 3s - -### 5. Streamlined API Interception -- Reduced setup wait from 2s to 0.3s -- Still 100% reliable - -## Timing Breakdown (Ultra-Fast) - -``` -Operation Time % of Total -────────────────────────────────────────────────── -Browser startup ~1.0s 5% -Navigate to page 1.5s 8% -Cookie dialog dismiss 0.4s 2% -Click reviews tab 0.4s 2% -Wait for page stability 1.0s 5% -Find reviews pane ~1.5s 8% -Setup API interceptor 0.3s 2% -Initial scroll trigger 0.3s 2% -Scrolling (30 × 0.27s) 8.1s 42% -Response collection ~3.0s 15% -Parsing & saving ~1.9s 10% -────────────────────────────────────────────────── -TOTAL ~19.4s 100% -``` - -## Bottleneck Analysis - -Current bottlenecks (in order): -1. **Scrolling loop**: 8.1s (42%) - Already optimized to 0.27s/scroll -2. **Response collection**: 3.0s (15%) - Necessary overhead -3. **Parsing & saving**: 1.9s (10%) - Fast enough -4. **Browser startup**: 1.0s (5%) - Can't optimize much -5. **Page navigation**: 1.5s (8%) - Network dependent - -## Why We Can't Go Faster - -### Scroll Timing Limit: 0.27s -- **0.25s**: 33% failure rate (too fast, misses API responses) -- **0.27s**: 100% success rate ✅ -- **0.30s**: 100% success but slower - -**Conclusion**: 0.27s is the optimal balance. - -### Page Load Times (Fixed) -- Network latency: ~1-2s -- Browser initialization: ~1s -- Can't be eliminated - -### API Response Time -- Google's server needs time to respond -- We can't make their API faster - -## Alternative Approaches Tested - -### ❌ Parallel API Calls -**Issue**: Continuation tokens are sequential - each response contains token for next page - -**Result**: Can't truly parallelize without tokens - -### ❌ Cookie-based Direct API -**Issue**: Browser cookies don't include auth tokens (SID, HSID, SAPISID) - -**Result**: 400 errors when using requests library - -### ❌ Headless Mode -**Issue**: Page structure loads differently, selectors fail - -**Result**: 0 reviews captured - -## Recommendations - -### For Production Use -Use `start_ultra_fast.py`: -```bash -python start_ultra_fast.py -``` - -**Pros**: -- ✅ 8.0x faster (19.4s vs 155s) -- ✅ 100% stable -- ✅ 95.9% review coverage -- ✅ No authentication needed -- ✅ Simple, maintainable - -### If You Need All 244 Reviews -Use original `start.py` (155s) - gets 100% of reviews - -### Configuration -```yaml -headless: false # Must be false for stability -``` - -## Performance Metrics - -``` -Metric Value -──────────────────────────────────── -Average time 19.4s -Std deviation ±0.4s -Success rate 100% (4/4 runs) -Reviews captured 234 -Reviews/second 12.1 -API responses/second 1.2 -Speedup vs original 8.0x -Time saved per run 135.6s -``` - -## Theoretical Limits - -**Absolute minimum** (if everything was instant except scrolling): -- 30 scrolls × 0.27s = 8.1s -- Plus ~5s for unavoidable operations -- **Theoretical minimum: ~13s** - -**Current: 19.4s** -- Only 6.4s from theoretical minimum -- Already 68% of theoretical maximum speed! - -## Conclusion - -We achieved **8.0x speedup** by: -1. Eliminating unnecessary waits -2. Optimizing scroll timing to the limit (0.27s) -3. Minimizing logging overhead -4. Streamlining every operation - -Further optimization would require: -- Faster Google API responses (impossible) -- Instant browser startup (impossible) -- Instant network requests (impossible) - -**The scraper is now operating near theoretical maximum efficiency!** 🚀 - ---- - -**Final Stats**: -- 📊 Original: 155s → **Ultra-fast: 19.4s** -- 🚀 **8.0x faster!** -- ⏱️ **Saves 136 seconds per run** -- ✅ **100% stable** diff --git a/STORAGE_COMPARISON.md b/STORAGE_COMPARISON.md deleted file mode 100644 index f51dd09..0000000 --- a/STORAGE_COMPARISON.md +++ /dev/null @@ -1,328 +0,0 @@ -# Storage Strategy Comparison -## PostgreSQL JSONB vs S3 for Review Data - ---- - -## 🎯 Recommendation: Start with PostgreSQL JSONB - -### Why PostgreSQL is Better for Most Cases: - -```sql -CREATE TABLE jobs ( - job_id UUID PRIMARY KEY, - status VARCHAR(20) NOT NULL, - url TEXT NOT NULL, - webhook_url TEXT, - created_at TIMESTAMP NOT NULL, - completed_at TIMESTAMP, - reviews_count INTEGER, - - -- Store reviews directly as JSONB! - reviews_data JSONB, ← All 244 reviews in one column - - error_message TEXT -); - --- You can even query INSIDE the JSON! -SELECT - job_id, - jsonb_array_length(reviews_data) as review_count, - reviews_data->0->>'author' as first_reviewer -FROM jobs -WHERE reviews_data @> '[{"rating": 5}]'; -- Find jobs with 5-star reviews -``` - -### Advantages: - -✅ **Simpler Architecture** -- One service instead of two -- No S3 credentials/SDK to manage -- Easier local development - -✅ **Transactional** -- Atomic updates (job status + reviews in one transaction) -- ACID guarantees -- No eventual consistency issues - -✅ **Queryable** -```sql --- Find all jobs with >200 reviews -SELECT job_id, reviews_count -FROM jobs -WHERE jsonb_array_length(reviews_data) > 200; - --- Extract specific review data -SELECT - job_id, - review->>'author' as author, - review->>'rating' as rating -FROM jobs, jsonb_array_elements(reviews_data) as review -WHERE review->>'rating' = '5'; -``` - -✅ **Cost-Effective (Small-Medium Scale)** -``` -244 reviews × 0.6 KB = ~150 KB per job -1,000 jobs/month = 150 MB/month -10,000 jobs/month = 1.5 GB/month - -PostgreSQL: - - $0/month (self-hosted) or $15/month (managed) - - Handles 10,000 jobs easily - -S3: - - Storage: $0.03/month (cheap!) - - But need to manage: credentials, SDK, buckets -``` - -✅ **Built-in Backup** -- Standard PostgreSQL backup tools -- Point-in-time recovery -- Replication included - -✅ **Fast Retrieval** -```python -# Single query gets everything -job = db.query(""" - SELECT job_id, status, reviews_data - FROM jobs - WHERE job_id = %s -""", job_id) - -return { - "job_id": job.job_id, - "reviews": job.reviews_data # Already parsed JSON -} -``` - ---- - -## When to Use S3 Instead - -### Use S3 if: - -❌ **Very High Volume** -``` -> 100,000 jobs/month -> 100 GB of review data -Database backup/restore becomes slow -``` - -❌ **Long-Term Retention** -``` -Need to keep reviews for years -Want lifecycle policies (auto-delete after 1 year) -Cold storage for compliance -``` - -❌ **Direct Client Access** -```python -# Pre-signed URLs let clients download directly -url = s3.generate_presigned_url( - 'get_object', - Params={'Bucket': 'reviews', 'Key': f'{job_id}.json'}, - ExpiresIn=3600 -) - -# Client downloads directly from S3 (saves bandwidth) -return {"reviews_url": url} -``` - -❌ **Multi-Region** -``` -S3 replication across regions -CDN integration (CloudFront) -Global low-latency access -``` - ---- - -## 📊 Performance Comparison - -### PostgreSQL JSONB - -```python -# Store reviews (single INSERT) -INSERT INTO jobs (job_id, reviews_data) -VALUES (%s, %s::jsonb) -# 244 reviews: ~5ms - -# Retrieve reviews (single SELECT) -SELECT reviews_data FROM jobs WHERE job_id = %s -# 244 reviews: ~2ms -``` - -**Total**: ~7ms for store + retrieve - -### S3 - -```python -# Store reviews (HTTP PUT) -s3.put_object( - Bucket='reviews', - Key=f'{job_id}.json', - Body=json.dumps(reviews) -) -# 244 reviews: ~50-200ms (network latency) - -# Retrieve reviews (HTTP GET) -response = s3.get_object( - Bucket='reviews', - Key=f'{job_id}.json' -) -# 244 reviews: ~50-200ms -``` - -**Total**: ~100-400ms for store + retrieve - -**PostgreSQL is 14-57x faster!** - ---- - -## 💾 Size Limits - -### PostgreSQL JSONB -``` -Max column size: 1 GB -Practical limit: ~100 MB per row - -Our use case: - 244 reviews × 0.6 KB = 150 KB ✅ Perfect! - 10,000 reviews × 0.6 KB = 6 MB ✅ Still great - 100,000 reviews × 0.6 KB = 60 MB ✅ OK, but consider splitting -``` - -### When to worry: -``` -> 50,000 reviews per job → Consider S3 -> 100 MB per job → Definitely use S3 -``` - ---- - -## 🏗️ Hybrid Approach (Best of Both Worlds) - -For maximum flexibility: - -```python -class JobStorage: - def __init__(self): - self.db = PostgreSQL() - self.s3 = S3Client() # Optional - - async def save_reviews(self, job_id, reviews): - reviews_json = json.dumps(reviews) - size_mb = len(reviews_json) / 1024 / 1024 - - if size_mb < 10: # Small job: use PostgreSQL - await self.db.execute(""" - UPDATE jobs - SET reviews_data = %s::jsonb - WHERE job_id = %s - """, reviews_json, job_id) - - else: # Large job: use S3 - await self.s3.upload( - f'reviews/{job_id}.json', - reviews_json - ) - await self.db.execute(""" - UPDATE jobs - SET reviews_s3_key = %s - WHERE job_id = %s - """, f'reviews/{job_id}.json', job_id) - - async def get_reviews(self, job_id): - job = await self.db.fetch_one(""" - SELECT reviews_data, reviews_s3_key - FROM jobs - WHERE job_id = %s - """, job_id) - - if job.reviews_data: - return job.reviews_data # From PostgreSQL - elif job.reviews_s3_key: - return await self.s3.download(job.reviews_s3_key) # From S3 - else: - raise NotFound() -``` - ---- - -## ✅ Final Recommendation - -### For Your Use Case: - -**Use PostgreSQL JSONB** because: - -1. ✅ Simpler (one service, not two) -2. ✅ Faster (2ms vs 200ms) -3. ✅ Cheaper (for typical volumes) -4. ✅ Queryable (can analyze reviews in SQL) -5. ✅ Transactional (atomic updates) -6. ✅ Easier backups - -**Schema**: -```sql -CREATE TABLE jobs ( - job_id UUID PRIMARY KEY DEFAULT gen_random_uuid(), - status VARCHAR(20) NOT NULL DEFAULT 'pending', - url TEXT NOT NULL, - webhook_url TEXT, - - created_at TIMESTAMP NOT NULL DEFAULT NOW(), - started_at TIMESTAMP, - completed_at TIMESTAMP, - - reviews_count INTEGER, - reviews_data JSONB, -- All reviews here! - scrape_time REAL, - - error_message TEXT, - metadata JSONB, - - CONSTRAINT valid_status CHECK (status IN ('pending', 'running', 'completed', 'failed', 'cancelled')) -); - -CREATE INDEX idx_jobs_status ON jobs(status); -CREATE INDEX idx_jobs_created_at ON jobs(created_at DESC); -CREATE INDEX idx_jobs_webhook ON jobs(webhook_url) WHERE webhook_url IS NOT NULL; -``` - -**Migration Path to S3**: -- Start with PostgreSQL -- If you reach 100GB+ of data, migrate to S3 -- Keep PostgreSQL for metadata only -- Use the hybrid approach above - ---- - -## 📈 Scale Projections - -``` -Small: - 1,000 jobs/month × 150 KB = 150 MB/month - → PostgreSQL ✅ - -Medium: - 10,000 jobs/month × 150 KB = 1.5 GB/month - → PostgreSQL ✅ - -Large: - 100,000 jobs/month × 150 KB = 15 GB/month - → PostgreSQL ✅ (but consider S3) - -Very Large: - 1,000,000 jobs/month × 150 KB = 150 GB/month - → S3 ✅ - -Enterprise: - Need multi-year retention - Multi-region replication - Compliance requirements - → S3 ✅ -``` - ---- - -**Bottom Line**: Start with **PostgreSQL JSONB**. It's simpler, faster, and cheaper for 99% of use cases. Upgrade to S3 only if you need it. diff --git a/TESTING_INTERFACE.md b/TESTING_INTERFACE.md deleted file mode 100644 index cc8f2c4..0000000 --- a/TESTING_INTERFACE.md +++ /dev/null @@ -1,268 +0,0 @@ -# Testing Interface - Quick Start Guide - -A beautiful Next.js web interface for testing the Google Reviews Scraper API. - -## 🎯 What You Get - -### Business Search Mode -- **Search by name** - Just type "Soho Club Vilnius" instead of pasting URLs -- **Live map preview** - See the business location before scraping -- **Auto-generate URL** - Creates the perfect Google Maps search URL - -### Direct URL Mode -- **Paste any URL** - For specific Google Maps business pages -- **Flexible input** - Works with any Google Maps URL format - -### Real-Time Tracking -- **Live status updates** - Watch your job progress in real-time -- **Performance metrics** - Reviews count, time, speed -- **Beautiful UI** - Clean, modern interface with status icons - -### Results Display -- **Review cards** - Author, rating, text, avatar, date -- **Export to JSON** - Download all reviews as formatted JSON -- **Scrollable list** - Handle hundreds of reviews smoothly - -## 🚀 Quick Start - -### 1. Start the Scraper API - -```bash -# From project root -docker-compose -f docker-compose.production.yml up -d -``` - -API runs at: **http://localhost:8000** - -### 2. Start the Web Interface - -```bash -cd web -npm install -npm run dev -``` - -Web interface runs at: **http://localhost:3000** (or next available port) - -## 💡 Usage Examples - -### Search Mode (Recommended) -1. Click "🔍 Search Business" -2. Type: `Soho Club Vilnius` -3. Map shows the business location -4. Click "Scrape All Reviews" -5. Watch real-time progress -6. Export results as JSON - -### URL Mode -1. Click "🔗 Paste URL" -2. Paste Google Maps URL -3. Click "Scrape" -4. View results - -## 📊 Features - -### Search Interface -- **Debounced search** - Updates map 500ms after typing stops -- **Enter key support** - Press Enter to search -- **Visual feedback** - Loading states, icons, colors - -### Job Tracking -- **Polling every 2 seconds** - Real-time status updates -- **Status indicators**: - - 🔵 Running (spinner animation) - - ✅ Completed (green checkmark) - - ❌ Failed (red X) - - ⏱️ Pending (clock icon) - -### Performance Metrics -- **Reviews count** - Total scraped -- **Time taken** - Seconds elapsed -- **Speed** - Reviews per second -- **Start time** - When job began - -### Export -- **JSON download** - Formatted, ready to use -- **Filename** - Includes job ID for tracking -- **Complete data** - All review fields preserved - -## 🏗️ Architecture - -``` -┌─────────────────────────────────────┐ -│ Web Interface (Next.js) │ -│ http://localhost:3000 │ -│ │ -│ - Search business by name │ -│ - Or paste URL directly │ -│ - View map preview │ -│ - Real-time job tracking │ -│ - Export results │ -└──────────────┬──────────────────────┘ - │ API Calls - ▼ -┌─────────────────────────────────────┐ -│ API Proxy (Next.js API Routes) │ -│ │ -│ POST /api/scrape │ -│ GET /api/jobs/[id] │ -│ GET /api/jobs/[id]/reviews │ -└──────────────┬──────────────────────┘ - │ Forward to - ▼ -┌─────────────────────────────────────┐ -│ Scraper API (FastAPI) │ -│ http://localhost:8000 │ -│ │ -│ - Job queue management │ -│ - Chrome + SeleniumBase │ -│ - PostgreSQL storage │ -└─────────────────────────────────────┘ -``` - -## 🎨 UI Components - -### Mode Toggle -``` -┌──────────────┬──────────────┐ -│ 🔍 Search │ 🔗 Paste URL │ -└──────────────┴──────────────┘ -``` - -### Search Interface -``` -┌─────────────────────────────────────┐ -│ 🔍 Business name and location... │ -├─────────────────────────────────────┤ -│ │ -│ Google Maps Embed │ -│ │ -├─────────────────────────────────────┤ -│ 📥 Scrape All Reviews │ -└─────────────────────────────────────┘ -``` - -### Job Status Card -``` -┌─────────────────────────────────────┐ -│ ✅ Job Status: COMPLETED │ -│ 5f1d394f-10c5-4f30-8c2b-cb789c05918f│ -│ │ -│ 190 19.9s 9.5 │ -│ Reviews Time Reviews/sec │ -└─────────────────────────────────────┘ -``` - -### Review Card -``` -┌─────────────────────────────────────┐ -│ 👤 John Doe ⭐⭐⭐⭐⭐ │ -│ 2 weeks ago │ -│ │ -│ Great place! Really enjoyed... │ -└─────────────────────────────────────┘ -``` - -## 🔧 Configuration - -### Environment Variables - -Create `web/.env.local`: - -```bash -# API URL (default: http://localhost:8000) -NEXT_PUBLIC_API_URL=http://localhost:8000 -``` - -### Custom Port - -If port 3000 is taken, Next.js auto-selects the next available port (3001, 3002, etc.) - -## 🐛 Troubleshooting - -### Web interface won't connect to API -```bash -# Check API is running -curl http://localhost:8000/health/live - -# Check for CORS issues -# (Next.js API routes handle CORS automatically) -``` - -### Map not showing -- Check search query is at least 2 characters -- Wait 500ms after typing (debounce delay) -- Press Enter or click Search button - -### Reviews not loading -- Check job status reached "completed" -- Look for error message in red box -- Check browser console for errors - -## 📱 Mobile Friendly - -The interface is fully responsive: -- Mobile: Single column, touch-optimized -- Tablet: Comfortable layout -- Desktop: Full width with max-width constraint - -## 🎯 Example Businesses to Test - -``` -Soho Club Vilnius -McDonald's Times Square New York -Eiffel Tower Paris -Tokyo Tower Japan -Sydney Opera House -``` - -## 🚀 Production Deployment - -### Option 1: Vercel (Recommended) -```bash -cd web -vercel deploy -``` - -### Option 2: Docker -```bash -cd web -docker build -t scraper-web . -docker run -p 3000:3000 -e NEXT_PUBLIC_API_URL=http://api:8000 scraper-web -``` - -### Option 3: Self-hosted -```bash -cd web -npm run build -npm run start -``` - -## 📝 Notes - -- Interface polls job status every 2 seconds -- Polling stops when job completes or fails -- Reviews fetched with limit of 1000 (configurable) -- Export creates `reviews-{job_id}.json` file -- All processing happens server-side (secure API calls) - -## 🎉 Benefits Over curl - -Before (curl): -```bash -curl -X POST http://localhost:8000/scrape -d '{"url":"..."}' -# Copy job_id -curl http://localhost:8000/jobs/{job_id} -# Wait and check again -curl http://localhost:8000/jobs/{job_id} -# Finally get reviews -curl http://localhost:8000/jobs/{job_id}/reviews -``` - -After (Web UI): -1. Type business name -2. Click "Scrape All Reviews" -3. Watch progress -4. Export JSON - -**Much better! 🚀** diff --git a/ULTIMATE_RESULTS.md b/ULTIMATE_RESULTS.md deleted file mode 100644 index 098808d..0000000 --- a/ULTIMATE_RESULTS.md +++ /dev/null @@ -1,335 +0,0 @@ -# Ultimate Optimization Results - Google Maps Scraper - -## 🎯 Final Achievement: **18.9 seconds** (8.2x faster!) - -### Performance Comparison - -``` -┌──────────────────────┬─────────┬──────────┬──────────┬────────────┐ -│ Version │ Time │ Reviews │ Speedup │ Stability │ -├──────────────────────┼─────────┼──────────┼──────────┼────────────┤ -│ Original │ 155s │ 244 │ 1.0x │ ✅ 100% │ -│ Fast API (0.8s) │ 43s │ 234 │ 3.6x │ ✅ 100% │ -│ Fast API (0.3s) │ 29s │ 234 │ 5.3x │ ✅ 100% │ -│ Ultra-fast API │ 19.4s │ 234 │ 8.0x │ ❌ 50% │ -│ Sequential Hybrid │ 32.4s │ 244 │ 4.8x │ ✅ 100% │ -│ DOM-only (fixed) │ 30s │ 244 │ 5.2x │ ✅ 100% │ -│ **DOM-only (final)** │ **18.9s**│ **244** │ **8.2x** │ **✅ 100%**│ -└──────────────────────┴─────────┴──────────┴──────────┴────────────┘ -``` - ---- - -## 🚀 The Winning Solution - -**File**: `start_dom_only_fast.py` - -```bash -python start_dom_only_fast.py -``` - -### Key Features - -✅ **18.9 seconds** for all reviews (155s → 18.9s) -✅ **8.2x speedup** - saves 136 seconds per run -✅ **100% stable** - tested 20+ runs -✅ **100% complete** - gets all reviews every time -✅ **Universal** - works for ANY Google Maps business (no hardcoded values) -✅ **Adaptive** - scroll speed adapts to network/page load speed -✅ **Simple** - pure DOM extraction, no complex API interception - ---- - -## 🔧 Breakthrough Optimizations - -### 1. Fixed GDPR Consent Page (The Root Cause!) -**Problem**: Page redirected to `consent.google.com`, blocking all scraping -**Solution**: Detect and click "Accept all" / "Aceptar todo" button -**Impact**: Fixed 100% failure rate → 100% success rate - -```python -# Handle GDPR consent page -if 'consent.google.com' in driver.current_url: - consent_btns = driver.find_elements(By.CSS_SELECTOR, 'button[aria-label*="Aceptar"]') - if consent_btns: - consent_btns[0].click() -``` - -### 2. Dynamic Scroll Waiting (Game Changer!) -**Problem**: Fixed `time.sleep(0.20)` wastes time when reviews load faster -**Solution**: Wait for reviews to **actually load** after each scroll -**Impact**: Adapts to any network speed, scrolls as fast as possible - -```python -# Scroll -driver.execute_script(scroll_script) - -# Wait until reviews load (not fixed delay!) -while waited < max_wait: - time.sleep(0.05) # Check every 50ms - new_count = driver.execute_script("return document.querySelectorAll('div.jftiEf').length;") - - # Continue immediately when reviews load! - if new_count > prev_count: - break -``` - -**Result**: Scrolls in ~14s instead of 24s - -### 3. JavaScript Extraction (40x Faster!) -**Problem**: Selenium element-by-element parsing took 12.9 seconds -**Solution**: Extract all data at once with JavaScript -**Impact**: 12.9s → 0.01s (40x faster!) - -```javascript -const reviews = []; -const elements = document.querySelectorAll('div.jftiEf.fontBodyMedium'); - -for (let i = 0; i < elements.length; i++) { - const elem = elements[i]; - const review = { - author: elem.querySelector('div.d4r55')?.textContent.trim(), - rating: parseFloat(elem.querySelector('span.kvMYJc')?.getAttribute('aria-label').match(/\d+/)[0]), - text: elem.querySelector('span.wiI7pd')?.textContent.trim(), - // ... extract all fields - }; - reviews.push(review); -} -return reviews; -``` - -### 4. Universal Design (No Hardcoded Values) -**Problem**: Previous versions hardcoded 244 reviews -**Solution**: Auto-detect when reviews stop loading -**Impact**: Works for ANY business (10 reviews or 10,000 reviews) - -```python -# No hardcoded stop conditions! -if current_count == prev_count: - idle_count += 1 - if idle_count >= 3: # Stop when no new reviews for 3 checks - break -``` - -### 5. Smart Early Stopping -**Problem**: Continued scrolling even when all reviews loaded -**Solution**: Check review count before each scroll -**Impact**: Stops immediately when done - ---- - -## 📊 Timing Breakdown - -``` -Operation Time % of Total -───────────────────────────────────────────────────────── -Browser startup ~1.0s 5% -Navigate to page 1.5s 8% -GDPR consent handling 1.5s 8% -Cookie dismiss 0.3s 2% -Click reviews tab 0.3s 2% -Page stability wait 0.8s 4% -Find pane ~1.0s 5% -Initial scroll trigger 0.8s 4% -Dynamic scrolling (adaptive) ~11-14s 60-74% -JavaScript extraction 0.01s 0.1% -Saving to JSON ~0.5s 3% -───────────────────────────────────────────────────────── -TOTAL ~18.9s 100% -``` - -**Bottleneck**: Scrolling (60-74% of time) -**Already optimized**: Scrolls as fast as page loads reviews -**Cannot optimize further**: Limited by Google's page rendering speed - ---- - -## ❌ Failed Optimization Attempts - -### Attempt 1: Block Images -**Approach**: Disable image rendering with `--blink-settings=imagesEnabled=false` -**Result**: ❌ 0 reviews, permanent loader -**Why it failed**: Google Maps requires images to render the page - -### Attempt 2: Block Network Resources -**Approach**: Block `*.jpg`, `*.png`, fonts, media via CDP -**Result**: ❌ 316 seconds (slower than original!) -**Why it failed**: Broke page loading entirely - -### Attempt 3: Ultra-fast API (0.25s scroll) -**Approach**: API interception with 0.25s scroll timing -**Result**: ❌ 50% failure rate (0 reviews) -**Why it failed**: Too fast, API responses not captured - -### Attempt 4: Parallel Hybrid (DOM during scroll) -**Approach**: Parse DOM while scrolling -**Result**: ❌ 76-103 seconds (3x slower!) -**Why it failed**: DOM parsing overhead slows scroll loop - ---- - -## 🏆 Why DOM-Only Won - -### vs API Interception -- ✅ **Simpler**: No complex CDP setup -- ✅ **More stable**: No timing sensitivity -- ✅ **Faster extraction**: JavaScript (0.01s) vs parsing responses -- ✅ **More reliable**: DOM always has all reviews - -### vs Hybrid Approach -- ✅ **Faster**: 18.9s vs 32.4s -- ✅ **Simpler**: Single extraction phase -- ✅ **No API limit**: Gets all reviews (not just 234) - -### vs Original DOM Parsing -- ✅ **8.2x faster**: 18.9s vs 155s -- ✅ **Dynamic waiting**: Adapts to network speed -- ✅ **JavaScript extraction**: 40x faster than Selenium - ---- - -## 📈 Performance Metrics - -``` -Metric Value -───────────────────────────────────────────── -Average time 18.9s -Fastest run 18.2s -Slowest run 22.9s -Standard deviation ±1.8s -Success rate 100% (20+ runs) -Reviews captured 244/244 -Reviews/second 12.9 -Speedup vs original 8.2x -Time saved per run 136.1s -Theoretical minimum ~13s* -Current % of theoretical max 69% -``` - -*Theoretical minimum if scrolling was instant (~5s setup + 8s browser overhead) - ---- - -## 🎯 Optimization Journey - -### Timeline - -1. **Original**: 155s - DOM parsing with Selenium -2. **API Discovery**: Added API interception -3. **Fast API**: 43s - API + 0.8s scroll timing -4. **Faster API**: 29s - API + 0.3s scroll timing -5. **Ultra-fast API**: 19.4s - API + 0.27s scroll (unstable) -6. **Sequential Hybrid**: 32.4s - API + JS extraction (stable) -7. **DOM-only Fixed**: 30s - Fixed GDPR consent issue -8. **DOM-only Optimized**: 22s - Reduced waits -9. **DOM-only Dynamic**: 19s - Dynamic scroll waiting -10. **DOM-only Final**: **18.9s** - Universal, adaptive, optimal - -### Total Optimization Sessions -- Sessions: 10+ -- Iterations: 50+ -- Failed approaches: 8 -- **Final speedup: 8.2x** - ---- - -## 💡 Key Learnings - -1. **Fix root causes first**: GDPR consent was blocking everything -2. **Dynamic > Fixed**: Adaptive waiting beats fixed delays -3. **Simple often wins**: DOM-only beat complex hybrid approaches -4. **JavaScript is fast**: 40x faster than Selenium element queries -5. **Test assumptions**: "API must be faster" was wrong -6. **Universal design**: No hardcoded values = works everywhere -7. **Network matters**: Image blocking breaks Google Maps -8. **Measure everything**: Found that scrolling is 60-74% of time - ---- - -## 🚀 Production Recommendation - -**Use**: `start_dom_only_fast.py` - -```bash -python start_dom_only_fast.py -``` - -### Why This Version? - -✅ **Fastest stable solution** (18.9s) -✅ **Most reliable** (100% success rate) -✅ **Simplest code** (easiest to maintain) -✅ **Universal** (works for any business) -✅ **Adaptive** (handles any network speed) - -### Configuration - -```yaml -# config.yaml -headless: false # Must be false for stability -``` - ---- - -## 📝 Code Highlights - -### Complete Optimized Flow - -```python -# 1. Fast navigation with GDPR handling -driver.get(url) -if 'consent.google.com' in driver.current_url: - consent_btns = driver.find_elements(By.CSS_SELECTOR, 'button[aria-label*="Aceptar"]') - consent_btns[0].click() - -# 2. Quick setup -cookie_btns[0].click() # Dismiss cookies -review_tab.click() # Click reviews tab - -# 3. Dynamic scrolling (adaptive) -for i in range(max_scrolls): - current_count = get_review_count() - driver.execute_script(scroll_script) - - # Wait for reviews to load - while waited < max_wait: - time.sleep(0.05) - new_count = get_review_count() - if new_count > current_count: # Got new reviews! - break - - # Stop if no new reviews - if new_count == current_count: - idle_count += 1 - if idle_count >= 3: - break - -# 4. Instant JavaScript extraction -reviews = driver.execute_script(extract_script) # 0.01s! -``` - ---- - -## 🎉 Final Stats - -- **Original Time**: 155 seconds -- **Final Time**: 18.9 seconds -- **Speedup**: **8.2x faster** -- **Time Saved**: **136 seconds per run** -- **Stability**: **100%** -- **Completeness**: **100% (244/244 reviews)** - -**Mission accomplished!** 🚀 - ---- - -## 📚 All Available Scrapers - -| File | Time | Reviews | Use Case | -|------|------|---------|----------| -| `start_dom_only_fast.py` | 18.9s | 244 | **✅ RECOMMENDED - Fastest & stable** | -| `start_ultra_fast_complete.py` | 32.4s | 244 | Stable hybrid (if DOM-only fails) | -| `start_complete.py` | 30s | 244 | Adaptive API with patience | -| `start.py` | 155s | 244 | Original baseline | - -**Winner**: `start_dom_only_fast.py` - **8.2x faster, 100% stable, universal!** diff --git a/api_response_samples/response_00_body.txt b/api_response_samples/response_00_body.txt index b04fbee..0a44752 100644 --- a/api_response_samples/response_00_body.txt +++ b/api_response_samples/response_00_body.txt @@ -1,2 +1,2 @@ )]}' -[null,"CAESY0NBRVFGQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVU5PYVRGZlgxOWZSV2hDVERsTWJtRnliSGswWWtjdGJVVXRjMEZCUVVGQlIyZHVPVEphZDBOYWJtbFFZVkEwV1VGRFNVRQ\u003d\u003d",[[["Ci9DQUlRQUNvZENodHljRjlvT25KSlpVWlRXRXc1TkRsbk1sbzJNbnB5VUMwMWVFRRAB",["0x0:0x864c7a232527adb4",null,1764410396092428,1764410396092428,[null,null,["https://www.google.com/maps/contrib/100339291808844349318/reviews?hl\u003des"],null,null,["Tadas V","https://lh3.googleusercontent.com/a-/ALV-UjV9qTfLtNlfnD1tTtUzFom448RrlqzJMbbOMqXgijpxuRLiGjA\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/100339291808844349318?hl\u003des"],"100339291808844349318",null,4,3,null,[0,3,1],1,["4 reseñas",null,null,null,null,[null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q7LoGCAMoAA"]]]],null,"Hace un mes",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[2],null,null,null,null,null,null,null,null,null,null,null,null,null,["lt","es","lituano","español",1],[["Vilniui ir Lietuvai ši vieta yra labai reikalinga – nuoširdžiai vertinu įkūrėjus ir visą komandą už pastangas kurti saugią ir atvirą erdvę queer bendruomenei. Tokios vietos reikšmė yra didžiulė, ir ją tikrai norisi palaikyti, gerbti.\nVis dėlto klubo vidinė kultūra ir renginių organizavimo lygis nuvilia. Atrodo, kad vienintelis skirtumas nuo paprasto „marozų“ tipo klubo – daugiau vaivorykščių. Stebina, kad nėra tylių zonų ar erdvės pokalbiams, o muzika groja be pertraukų kurtinančiu garsu. Nakties pabaigoje balsas tiesiog išrėkiamas bandant komunikuoti, nes vienintelis būdas susišnekėti – šaukti vienas kitam į ausį (net užsisakant prie baro barmenas duoda ausį). Jei jau toks konceptas, bent jau garso kokybė turėtų būti aukštesnė: bosas maksimaliai užkeltas, žodžių ir vokalų nesigirdi, o atmosfera primena pigų kaimo klubo ir žemos kultūros vakarėlį.\nŠviesistas ir garsistas matyt praktiką atliko ten pat. Per 3 valandų pasirodymą šviesos nuolat vėlavo apšviesti atlikėją, visiškai nederėjo su muzikos pokyčiu ir nesusichronizavo su choreografija (klausimas ar repeticija bent buvo). Atrodo, kad operatoriai paprasčiausiai nesusikalba arba neturi patirties.\nFotografų ir komandos elgesys taip pat kelia klausimų: fotografai stumdė žiūrovus ir užėmė vietas, kurias žmonės bandė išlaikyti po pusvalandį tam, kad galėtų matyti sceną(labai sunku matyti). Jei nėra vietos fotografams, galbūt reikėtų ieškoti kitų sprendimų, o ne žiūrovų sąskaita.\nSmulkmenos, kaip netvarkingas rūbinės darbas - užrašo kabyklos numerį uždengiant giveaway numerį ant apyrankės irgi prideda prie bendro chaoso įspūdžio. Visa atmosfera labiau priminė agresyvių paauglių vakarėlį nei šiuolaikišką queer kultūros centrą.\nTikiuosi, kad tai tik laikini organizaciniai iššūkiai ir ne aukščiausias bendruomenės potencialas. Labai norisi tikėti, kad Vilnius gali turėti kokybišką, profesionaliai organizuotą ir pagarbą lankytojams demonstruojantį gay klubą, nes, jeigu ne tai, dėl pasirodymų grįžti ir palaikyti norėtųsi.",null,[0,233]],["Vilna y Lituania realmente necesitan este lugar. Agradezco sinceramente a los fundadores y a todo el equipo por su esfuerzo por crear un espacio seguro y abierto para la comunidad queer. La importancia de un lugar así es enorme, y uno realmente desea apoyarlo y respetarlo.\nSin embargo, la cultura interna del club y el nivel de organización de eventos son decepcionantes. Parece que la única diferencia con un simple club tipo \"marozai\" es que hay más arcoíris. Es sorprendente que no haya zonas tranquilas ni espacios para conversar, y que la música suene sin parar a un volumen ensordecedor. Al final de la noche, simplemente se grita al intentar comunicarse, porque la única forma de hablar es gritarse al oído (incluso al pedir en la barra, el camarero presta atención). Si este es el concepto, al menos la calidad del sonido debería ser mejor: los graves están al máximo, las palabras y las voces no se oyen, y el ambiente recuerda a un club de campo barato y una fiesta de baja cultura.\nAl parecer, el ingeniero de iluminación y sonido hizo sus prácticas allí. Durante las 3 horas de la actuación, las luces se retrasaron constantemente para iluminar al artista, completamente desincronizadas con los cambios de música y con la coreografía (al menos hubo una pregunta o un ensayo). Parece que los camarógrafos simplemente no se comunican o carecen de experiencia.\nEl comportamiento de los fotógrafos y del equipo también plantea interrogantes: los fotógrafos empujaron al público y ocuparon asientos que la gente intentó mantener durante media hora para poder ver el escenario (muy difícil de ver). Si no hay espacio para los fotógrafos, quizás se deberían buscar otras soluciones, sin perjudicar al público.\nPequeños detalles, como el desorden del guardarropa (escribir el número de la percha tapando el número del sorteo en la pulsera) también contribuyen a la sensación general de caos. El ambiente en general recordaba más a una fiesta de adolescentes agresivos que a un moderno centro cultural queer.\nEspero que estos sean solo problemas organizativos temporales y no el máximo potencial de la comunidad. Realmente quiero creer que Vilnius puede tener un club gay de alta calidad, organizado profesionalmente y que muestre respeto a los visitantes, porque si no, me gustaría regresar y apoyarlo por los espectáculos.",null,[0,234]]]],[null,1764609641000000,1764609641000000,"Hace un mes",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVLU2xwVldsUlhSWGMxVGtSc2JrMXNiekpOYm5CNVZVTXdNV1ZGUlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVLU2xwVldsUlhSWGMxVGtSc2JrMXNiekpOYm5CNVZVTXdNV1ZGUlJBQhAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVLU2xwVldsUlhSWGMxVGtSc2JrMXNiekpOYm5CNVZVTXdNV1ZGUlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVLU2xwVldsUlhSWGMxVGtSc2JrMXNiekpOYm5CNVZVTXdNV1ZGUlJBQhAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVLU2xwVldsUlhSWGMxVGtSc2JrMXNiekpOYm5CNVZVTXdNV1ZGUlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVLU2xwVldsUlhSWGMxVGtSc2JrMXNiekpOYm5CNVZVTXdNV1ZGUlJBQhAA"],null,["lt","es","lituano","español",1],[["Tadai,\n\nDėkojame, kad skiriate dėmesio queer erdvių svarbai Vilniuje. Vis dėlto jūsų tekste matome nemažai vidinių prieštaravimų ir palyginimų, kurie labiau kuria klaidingą įspūdį, nei atspindi realią situaciją.\n\nPradžioje vertinate, kad SOHO kuria saugią erdvę, tačiau kitame sakinyje lyginate mus su „marozų“ klubais. Šie klubai saugumu nepasižymi apskritai, todėl toks palyginimas ne tik netikslus, bet ir prieštaraujantis jūsų pačių teiginiui apie mūsų saugią aplinką. Tai tarpusavyje nesuderinamos pozicijos.\n\nDėl garso.\nGarsumo lygis naktiniame klube yra toks pats kaip bet kuriame dideliame renginyje ar koncerte – tai vietos specifika. Rūbinėje visada suteikiame kokybiškus nemokamus ausų kamštukus tiems, kuriems garsas kelia nepatogumų. Šis sprendimas taikomas daugelyje uždarų renginių vietų.\n\nDėl „tylių zonų“.\nJos tikrai yra – už baro zonos, prie rūkymo erdvės, taip pat apatinėje klubo dalyje po pasirodymų. Apmaudu, kad jų nepastebėjote.\n\nDėl scenos matomumo.\nTeiginys, kad „labai sunku matyti sceną“, nėra tikslus. SOHO scena pakelta maždaug 1 metrą nuo grindų, todėl pasirodymai matomi iš praktiškai bet kurios salės vietos. Scenos konstrukcijų gal ir nematysite, bet atlikėjus – tikrai.\nBe to, dalis pasirodymų vyksta tarp žiūrovų: atlikėjai laisvai juda minioje, kas akivaizdžiai parodo, kad erdvės salėje netrūksta. Jei įsikimbate į konkrečią vietą, kurią bandote „išlaikyti“, tai nėra organizatorių atsakomybė.\n\nDėl filmavimo komandos.\nOperatoriai dirba žiūrovų zonoje todėl, kad scena nėra pakankamai plati technikai. Jie rotuoja pozicijas tam, kad užfiksuotų scenos veiksmą. Kadangi klube nėra rezervuojamų vietų (renginys stovimas), jūsų minėtas „pusvalandžio vietos laikymas“ skamba būtent taip, kaip jūs pats apibūdinote – „agresyvių paauglių vakarėlio“ logika. Tad šį išsireiškimą taikote kitiems, tačiau aprašomas elgesio modelis labai primena jūsų paties poziciją.\n\nDėl giveaway ir rūbinės.\nTaip, klaida įvyko – rūbinės numeris buvo netyčia užrašytas ant giveaway lipduko, o personalas tuo metu nebuvo informuotas apie loteriją. Dėl to vedėjas kelis kartus prašė pasišviesti telefonu ir pasitikrinti skaičių – jis buvo matomas, reikėjo tik šiek tiek dėmesio.\n\nDėl techninių pastabų.\nIš jūsų teksto susidaro įspūdis, kad gerai išmanote garso, apšvietimo ir renginių organizavimo specifiką. Jei turite konkrečių pasiūlymų, kviečiame susisiekti tiesiogiai – konstruktyvi kritika visuomet naudinga. Bandymas interpretuoti procesus ir spėlioti apie komandos kompetencijas viešai nėra pats teisingiausias kelias.\n\nGaliausiai.\nLyginti SOHO su „marozų klubu“, teigti, kad atmosfera priminė „paauglių vakarėlį“, o kartu rašyti, kad vieta „labai reikalinga“ – tai nenuoseklu. Tokie kontrastingi vertinimai labiau primena vieno vakaro asmeninę frustraciją nei objektyvų situacijos įvertinimą.\n\nSOHO veikia beveik du dešimtmečius ir yra vienintelė nuolat veikianti queer erdvė Lietuvoje. Tikras vertinimas susiformuoja iš reguliarių apsilankymų – vieno vakaro įspūdis tikrai neatspindi bendro klubo darbo, veiklos apimties ir standartų.\n\nLauksime jūsų, jei nuspręsite sugrįžti ir įvertinti erdvę platesnėje patirties perspektyvoje.",null,[0,84]],["Tada,\n\nGracias por prestar atención a la importancia de los espacios queer en Vilna. Sin embargo, observamos varias contradicciones internas y comparaciones en tu texto, que crean una falsa impresión en lugar de reflejar la situación real.\n\nAl principio, evalúas que SOHO crea un espacio seguro, pero en la siguiente frase nos comparas con los clubes \"marozai\". Estos clubes no son nada seguros, por lo que dicha comparación no solo es inexacta, sino que también contradice tu propia afirmación sobre nuestro entorno seguro. Son posturas incompatibles.\n\nSobre el sonido.\nEl nivel de volumen en una discoteca es el mismo que en cualquier gran evento o concierto: es la especificidad del lugar. En los camerinos, siempre proporcionamos tapones para los oídos gratuitos de alta calidad para quienes se sientan incómodos con el sonido. Esta solución se utiliza en muchos locales cerrados para eventos.\n\nSobre las \"zonas silenciosas\".\nSin duda, están ahí: detrás de la barra, cerca de la zona de fumadores y también en la parte baja de la discoteca después de los espectáculos. Es una pena que no te hayas dado cuenta.\n\nEn cuanto a la visibilidad del escenario.\nLa afirmación de que \"es muy difícil ver el escenario\" no es exacta. El escenario SOHO está elevado aproximadamente un metro del suelo, por lo que las actuaciones son visibles desde prácticamente cualquier punto de la sala. Puede que no se vean las estructuras del escenario, pero sin duda se puede ver a los artistas.\nAdemás, parte de las actuaciones se desarrollan entre el público: los artistas se mueven libremente entre la multitud, lo que demuestra claramente que no hay escasez de espacio en la sala. Si te quedas atascado en un lugar específico que intentas \"mantener\", no es responsabilidad de los organizadores.\n\nEn cuanto al equipo de filmación.\nLos operadores trabajan en la zona del público porque el escenario no es lo suficientemente amplio para los técnicos. Rotan posiciones para capturar la acción en el escenario. Como no hay asientos reservados en el club (el evento es de pie), la \"reserva de asientos de media hora\" que mencionaste suena exactamente como lo que tú mismo describiste: la lógica de una \"fiesta de adolescentes agresiva\". Así que estás aplicando esta expresión a otros, pero el patrón de comportamiento descrito recuerda mucho a tu propia situación.\n\nEn cuanto al sorteo y el vestuario.\nSí, hubo un error: el número del vestuario se escribió accidentalmente en la pegatina del sorteo, y el personal no fue informado sobre el sorteo en ese momento. Como resultado, el anfitrión pidió varias llamadas para comprobar el número; estaba visible, solo necesitaba un poco de atención.\n\nEn cuanto a las notas técnicas.\nDe tu texto se desprende que tienes un amplio conocimiento de los aspectos específicos del sonido, la iluminación y la organización de eventos. Si tienes sugerencias específicas, te invitamos a que nos contactes directamente; las críticas constructivas siempre son útiles. Intentar interpretar los procesos y especular sobre las competencias del equipo en público no es el camino correcto.\n\nPor último.\nComparar SOHO con un club de maroz, afirmar que el ambiente recordaba al de una fiesta de adolescentes y, al mismo tiempo, escribir que el lugar es \"muy necesario\" es incoherente. Estas evaluaciones tan contradictorias evocan más la frustración personal de una noche que una evaluación objetiva de la situación.\n\nSOHO lleva casi dos décadas funcionando y es el único espacio queer en Lituania que sigue funcionando de forma continua. Una verdadera evaluación se forma a partir de visitas regulares; la impresión de una noche ciertamente no refleja el trabajo general, el alcance de las actividades ni los estándares del club.\n\nEsperamos verte si decides regresar y evaluar el espacio desde una perspectiva más amplia.",null,[0,84]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT25KSlpVWlRXRXc1TkRsbk1sbzJNbnB5VUMwMWVFRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CAIQACodChtycF9oOnJJZUZTWEw5NDlnMlo2MnpyUC01eEE%7C0d9gFR4V_cc%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dCi9DQUlRQUNvZENodHljRjlvT25KSlpVWlRXRXc1TkRsbk1sbzJNbnB5VUMwMWVFRRAB\u0026t\u003d1\u0026entityid\u003dCi9DQUlRQUNvZENodHljRjlvT25KSlpVWlRXRXc1TkRsbk1sbzJNbnB5VUMwMWVFRRJbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVLU2xwVldsUlhSWGMxVGtSc2JrMXNiekpOYm5CNVZVTXdNV1ZGUlFvR2NtVjJhV1YzEgswZDlnRlI0Vl9jYxpbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVLU2xwVldsUlhSWGMxVGtSc2JrMXNiekpOYm5CNVZVTXdNV1ZGUlFvR2NtRjBhVzVuEgswZDlnRlI0Vl9jYyISCQAAAAAAAAAAEbStJyUjekyGKgswZDlnRlI0Vl9jYw\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8QoykIBCgB"],null,[null,[[1,0]]]],"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q0pMFCAIoAA"],null,"CAESY0NBRVFDeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVUZtUWw5ZlgxOWZSV2hEY0RVeVdqQklRVTFSYmpVek5sSmhNRUZCUVVGQlIyZHVPVEpTVlVOYVZFUjRPR3ROV1VGRFNVRQ\u003d\u003d"],[["Ci9DQUlRQUNvZENodHljRjlvT2swNFIyUjFNalpTYlRab2NHb3RjRXB1UXpKNGRGRRAB",["0x0:0x864c7a232527adb4",null,1762012553325759,1762020844393419,[null,null,["https://www.google.com/maps/contrib/116678430111154490362/reviews?hl\u003des"],null,null,["Cat Lover","https://lh3.googleusercontent.com/a/ACg8ocIJyeOjp0YDStPXyrJ3Zwv7jj1lkuQH8UM2UEaZa0E4KaoF4A\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/116678430111154490362?hl\u003des"],"116678430111154490362",null,1,0,null,[0,2,1],0,["1 reseña",null,null,null,null,[null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q7LoGCAYoAA"]]]],null,"Hace 2 meses",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[1],null,null,null,null,null,null,null,null,null,null,null,null,null,["lt","es","lituano","español",1],[["Helovyno vakarėlis šiais metais soho klube labai nuvylė. Kiekvienais metais ateinu su kostiumu ir visada į klubą įeidavau nemokamai. Šiemet aš ir mano mergina atėjome į klubą su kostiumais, tačiau mums buvo liepta susimokėti. Darbuotojas pasakė, kad kiti klubo lankytojai ‘įdėjo daugiau pastangų’, nors prieš pat mūsų akis nemokamai įleido žmones be jokių kostiumų ar makiažų. Tada darbuotojas pasakė, kad pinigus iš žmonių ‘be kostiumų’ gauna pats ir susimokėjome ne į įprastą kortelių skaitytuvą, o į darbuotojo telefoną. Nebūtų gaila sumokėti, tačiau labai nesąžininga, kai atsitiktiniu būdu nusprendžia kas turės susimokėti už įėjimą. Pasakėme kad mes įdėjome daug pastangų į aprangas ir makiažus, tačiau mums buvo pasakyta, kad ‘nesimato’. Būtų protingiau bent helovyno naktį pastatyti žmogų labiau nusimanantį apie tai kiek laiko ir pastangų reikia tam tikram kostiumui. Nepaisant to, darbuotojas dar pridūrė, kad įleistų nemokamai, jeigu būtume lesbietės. Pasakėme, kad ir esame, bet jis atsakė kad jeigu būtume lesbietės - viena iš mūsų turėtų būti vyriška. Labai liūdna susilaukti tokių stereotipinių homofobiškų komentarų klube, kuriame maniau kad visi gali būti savimi be spaudimo apsimesti tuo, kuo nėra. Tikiuosi, kad tai buvo tik labai nevykęs pajuokavimas, tačiau niekada nesitikėjau tokio išgirsti iš soho klubo darbuotojo. Vėliau klube iš kitų lankytojų išgirdome, kad juos įleido nemokamai be kostiumų, nes jie yra gėjai. Mūsų neįleido nemokamai dėl mūsų seksualinės orientacijos. Nuo kada kažkoks vyras sprendžia kas yra lesbietė, o kas ne? Liūdna, kad net LGBT klube nepavyksta išvengti mizoginijos iš vyrų. O vakarėlio aprašyme parašyta, kad įėjimas nemokamas su dress kodu, nepatikslinta kiek valandų reikia užtrukti darantis makiažą ar kokios seksualinės orientacijos reikia būti, kad pretenduoti į tą nemokamą įėjimą. Atrodo klubas įstrigęs 2000 metais tiek su savo pasenusiais ir neprašytais stereotipais, tiek su playlistu. Liūdna, kad vietoje, kurioje anksčiau galėdavome jaustis saugiai ir būti savimi, to patirti nebegalime.\n\nAtsakymas: deja mano atsiliepimas nėra tik interpretacija, jis yra paremtas faktais. Mūsų draugė, kuri nebuvo apsirengusi jokiu personažu buvo pasiruošusi susimokėti už įėjimą - į klubą pateko nemokamai. Ji tikrai nebuvo jokiame svečių sąraše. Mes buvome apsirengusios personažais nuo galvos iki kojų ir kiekvieną aprangos detalę iš anksto apgalvojome, pirkome naujus rūbus ir aksesuarus dėl kostiumų. Savo nuotraukų kelti į soho klubo atsiliepimus ir viešinti savo tapatybių nenorime, jūs tai turėtumėte suprasti labiau, nei bet kas kitas. Dėl diskriminuojančio ir mizogonistinio komentaro, kurio susilaukėme iš jūsų darbuotojo - taip ir neatsakėte. Toks komentaras iš LGBT klubo darbuotojo visiškai nėra adekvatus ir priimtinas.",null,[0,237]],["La fiesta de Halloween en el club Soho este año fue una gran decepción. Todos los años voy disfrazada y entro gratis. Este año, mi novia y yo fuimos disfrazadas, pero nos dijeron que teníamos que pagar. El empleado comentó que otros asistentes se habían esforzado más, aunque delante de nosotras dejaban entrar gratis a gente sin disfraz ni maquillaje. Luego, el empleado dijo que él mismo cobraba a quienes no iban disfrazados y pagamos no con un datáfono, sino con su móvil. Estaría bien pagar, pero es muy injusto que alguien decida arbitrariamente quién tiene que pagar la entrada. Les dijimos que nos habíamos esforzado mucho con nuestros disfraces y maquillaje, pero nos respondieron que no se notaba. Sería más sensato que hubiera alguien la noche de Halloween que supiera el tiempo y el esfuerzo que conlleva un disfraz. Además, el empleado añadió que nos dejaría entrar gratis si fuéramos lesbianas. Dijimos que éramos lesbianas, pero él respondió que si fuéramos lesbianas, una de nosotras tendría que ser hombre. Es muy triste recibir comentarios homófobos tan estereotipados en un club donde pensaba que todo el mundo podía ser como era sin la presión de fingir ser alguien que no es. Espero que solo fuera una broma de mal gusto, pero jamás esperé oír algo así de un empleado de un club del Soho. Más tarde, en el club, oímos a otros clientes decir que habían entrado gratis sin disfraz por ser gays. A nosotras no nos dieron entrada gratis por nuestra orientación sexual. ¿Desde cuándo un hombre decide quién es lesbiana y quién no? Es triste que incluso en un club LGBT no se pueda evitar la misoginia masculina. Y la descripción de la fiesta dice que la entrada es gratuita con un código de vestimenta, pero no especifica cuántas horas hay que dedicar al maquillaje ni qué orientación sexual hay que tener para optar a la entrada gratuita. El club parece anclado en el año 2000 con sus estereotipos anticuados e innecesarios y su lista de reproducción. Es triste que en un lugar donde antes nos sentíamos seguros y podíamos ser nosotros mismos, ya no podamos experimentarlo.\n\nRespuesta: Lamentablemente, mi reseña no es solo una interpretación, sino que se basa en hechos. Nuestra amiga, que no iba disfrazada de ningún personaje, estaba dispuesta a pagar la entrada, pero entró gratis al club. No estaba en ninguna lista de invitados. Nosotros íbamos disfrazados de pies a cabeza y planeamos cada detalle de nuestro atuendo con antelación, comprando ropa y accesorios nuevos para los disfraces. No queremos publicar nuestras fotos en las reseñas de clubes de Soho ni revelar nuestras identidades; usted debería entender esto mejor que nadie. No respondió al comentario discriminatorio y misógino que recibimos de su empleado. Un comentario así por parte de un empleado de un club LGBT es totalmente inapropiado e inaceptable.",null,[0,232]]]],[null,1762017208000000,1762017208000000,"Hace 2 meses",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnN3TkZJeVVqRk5hbHBUWWxSYWIyTkhiM1JqUlhCMVVYcEtOR1JHUlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnN3TkZJeVVqRk5hbHBUWWxSYWIyTkhiM1JqUlhCMVVYcEtOR1JHUlJBQhAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnN3TkZJeVVqRk5hbHBUWWxSYWIyTkhiM1JqUlhCMVVYcEtOR1JHUlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnN3TkZJeVVqRk5hbHBUWWxSYWIyTkhiM1JqUlhCMVVYcEtOR1JHUlJBQhAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnN3TkZJeVVqRk5hbHBUWWxSYWIyTkhiM1JqUlhCMVVYcEtOR1JHUlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnN3TkZJeVVqRk5hbHBUWWxSYWIyTkhiM1JqUlhCMVVYcEtOR1JHUlJBQhAA"],null,["lt","es","lituano","español",1],[["Ačiū už jūsų išsamų, nors ir gana interpretatyvų pasakojimą.\nNorime paaiškinti keletą svarbių dalykų, kad būtų išvengta klaidinančių įspūdžių.\n\nPirmiausia – įėjimas į „Soho Club“ niekada nėra sprendžiamas „atsitiktinai“. Per Helovyno vakarėlį galiojo aiškiai nurodyti kriterijai dėl nemokamo įėjimo, kurie buvo paskelbti prie renginio aprašymo. Taip pat egzistuoja ir kviestinių svečių sąrašai, todėl faktas, kad kažkas įleistas nemokamai, nereiškia, kad taikytos skirtingos taisyklės.\n\nDėl atsiskaitymo – šiuolaikinės technologijos leidžia naudoti mokėjimo terminalus mobiliuose įrenginiuose, tad atsiskaitymas telefonu yra visiškai įprastas ir teisėtas procesas. Jei kyla abejonių, visada galite pasitikrinti savo banko išraše – mokėjimo gavėjas nurodytas kaip Soho Club, o ne fizinis asmuo.\n\nApmaudu girdėti, kad šią situaciją bandote sieti su seksualine orientacija. Mūsų klube dirba įvairūs žmonės, o prie įėjimo tuo metu budėjo keli darbuotojai, kurių visų pasakojimai apie situaciją skiriasi nuo to, kaip ją pateikiate viešai.\n\n„Soho Club“ jau beveik du dešimtmečius yra ilgiausiai veikianti erdvė Lietuvoje skirta LGBTQ+ bendruomenei ir jų draugams, bendruomenei kuriai priklausote ir jūs. Todėl skaudu matyti, kai vienintelė tokia vieta šalyje kaltinama diskriminacija iš tos pačios bendruomenės narių dėl asmeninio nepasitenkinimo.\n\nApgailestaujame, jei jūsų kostiumas nebuvo įvertintas taip, kaip tikėjotės, tačiau kai klube lankosi šimtai žmonių, vertinimas neišvengiamai tampa palyginimo dalyku. Jei norite, galite pasidalinti nuotraukomis, kad skaitytojai galėtų objektyviai įvertinti jūsų pastangas – tai būtų kur kas teisingiau nei skleisti subjektyvias interpretacijas.",null,[0,142]],["Gracias por su relato detallado, aunque algo subjetivo.\n\nNos gustaría aclarar algunos puntos importantes para evitar malentendidos.\n\nEn primer lugar, la admisión al Soho Club nunca se decide al azar. Durante la fiesta de Halloween, se aplicaron criterios de entrada gratuita claramente definidos, los cuales se publicaron en la descripción del evento. También existen listas de invitados, por lo que el hecho de que alguien entrara gratis no significa que se aplicaran normas diferentes.\n\nEn cuanto al pago, las tecnologías modernas permiten el uso de terminales de pago en dispositivos móviles, por lo que pagar con el teléfono es un proceso totalmente normal y legal. En caso de duda, siempre puede consultar su extracto bancario: el destinatario del pago figura como Soho Club, no como una persona física.\n\nLamentamos que intente relacionar esta situación con la orientación sexual. Nuestro club cuenta con personal diverso, y había varios empleados en la entrada en ese momento, quienes tienen versiones distintas de los hechos a la que usted presenta públicamente.\n\nDurante casi dos décadas, el Soho Club ha sido el espacio más antiguo de Lituania dedicado a la comunidad LGBTQ+ y sus amigos, comunidad a la que también perteneces. Por lo tanto, es doloroso ver que el único lugar de este tipo en el país sea acusado de discriminación por miembros de la misma comunidad debido a una insatisfacción personal.\n\nLamentamos que tu disfraz no haya sido valorado como esperabas, pero cuando cientos de personas visitan el club, la valoración inevitablemente se convierte en una cuestión de comparación. Si quieres, puedes compartir fotos para que los lectores puedan evaluar objetivamente tu trabajo; sería mucho más justo que difundir interpretaciones subjetivas.",null,[0,131]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2swNFIyUjFNalpTYlRab2NHb3RjRXB1UXpKNGRGRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CAIQACodChtycF9oOk04R2R1MjZSbTZocGotcEpuQzJ4dFE%7C0d0ZrgMRlaP%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dCi9DQUlRQUNvZENodHljRjlvT2swNFIyUjFNalpTYlRab2NHb3RjRXB1UXpKNGRGRRAB\u0026t\u003d1\u0026entityid\u003dCi9DQUlRQUNvZENodHljRjlvT2swNFIyUjFNalpTYlRab2NHb3RjRXB1UXpKNGRGRRJbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnN3TkZJeVVqRk5hbHBUWWxSYWIyTkhiM1JqUlhCMVVYcEtOR1JHUlFvR2NtVjJhV1YzEgswZDBacmdNUmxhUBpbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnN3TkZJeVVqRk5hbHBUWWxSYWIyTkhiM1JqUlhCMVVYcEtOR1JHUlFvR2NtRjBhVzVuEgswZDBacmdNUmxhUCISCQAAAAAAAAAAEbStJyUjekyGKgswZDBacmdNUmxhUA\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8QoykIBygB"],null,[null,[[1,1]]]],"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q0pMFCAUoAQ"],null,"CAESY0NBRVFEQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVUV3Y1hoZlgxOWZSV2hEYkhVeVFqVlVhbE5ITVU1aU0yUmlZMEZCUVVGQlIyZHVPVEpUT0VOYVlqbG1ia3BaV1VGRFNVRQ\u003d\u003d"],[["Ci9DQUlRQUNvZENodHljRjlvT25jM1lrWTRablpwZVVoVGFUTmtlSFp0WkUxYU5sRRAB",["0x0:0x864c7a232527adb4",null,1765397353222208,1765397353222208,[null,null,["https://www.google.com/maps/contrib/107712756314175900825/reviews?hl\u003des"],null,null,["Sevda K.","https://lh3.googleusercontent.com/a-/ALV-UjVhD5B4UND7Phzqv2nGamhad1FMkVBg_IdvSvfTowDev7fbjYpO\u003ds120-c-rp-mo-ba3-br100",["https://www.google.com/maps/contrib/107712756314175900825?hl\u003des"],"107712756314175900825",null,64,33,null,[1,5,1],8,["Local Guide · 64 reseñas",null,null,null,null,[null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q7LoGCAkoAA"]]]],null,"Hace un mes",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,[["CIABIhDB5ZR1qT_kmMyepUMRh4Fr",["CIABIhDB5ZR1qT_kmMyepUMRh4Fr",10,12,null,null,null,["https://lh3.googleusercontent.com/geougc-cs/AMBA38t9STBmIKI8TK4FRcmsBjBuMjQAEBi9z34ZajHSjCGP_fwT4njNbsISJrXXrAsiVs77Q7SR7l_8fsEjr9LgXRD3IobRR9Of6ukrP4XfwGudNUJY8WNWlEDiVKbqyQOzhWT-ZXCTiUycGVw",null,[3024,4032]],null,[[3,25.26671805430346,54.67868999404835],[0,90],[3024,4032],75],"WStsaYTIE_G37NMP44z2-AE","0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8QzCcICigB",["//www.google.com/local/imagery/report/?cb_client\u003dmaps_sv.tactile\u0026image_key\u003d!1e10!2sCIABIhDB5ZR1qT_kmMyepUMRh4Fr\u0026fid\u003d0x0:0x864c7a232527adb4",null,null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q-y4ICygA"],null,null,null,null,null,null,null,null,null,[null,[10,"CIABIhDB5ZR1qT_kmMyepUMRh4Fr"],[10,3,[4032,3024]],[null,null,null,null,null,null,null,["Soho Club"]],[null,[[["Sevda K."],"https://www.google.com/maps/contrib/107712756314175900825?hl\u003des","https://lh3.googleusercontent.com/a-/ALV-UjVhD5B4UND7Phzqv2nGamhad1FMkVBg_IdvSvfTowDev7fbjYpO\u003ds120-c-rp-mo-ba3-br100",null,null,"107712756314175900825"]]],[[[2],[[null,null,null,null,1]]]],[2,null,null,null,null,[null,null,null,[7,3]],null,null,[2025,12,10,20,null,null,null,null,["Hace un mes"]]],["//www.google.com/local/imagery/report/?cb_client\u003dmaps_sv.tactile\u0026image_key\u003d!1e10!2sCIABIhDB5ZR1qT_kmMyepUMRh4Fr\u0026fid\u003d0x0:0x864c7a232527adb4"]],1,null,null,null,null,null,null,["0","-8769500083031396940"],null,null,[null,1],null,null,null,null,null,null,null,null,null,null,["Ci9DQUlRQUNvZENodHljRjlvT25jM1lrWTRablpwZVVoVGFUTmtlSFp0WkUxYU5sRRAB"]],"CIABIhDB5ZR1qT_kmMyepUMRh4Fr",1]],null,null,null,[[["GUIDED_DINING_FOOD_ASPECT"],"Comida",null,null,null,"Comida",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCAwoAg",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCA0oAw",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCA4oBA",null,null,null,[5],null,2,null,1]],null,null,null,null,null,null,null,["en","es","inglés","español",1],[["Nice pub with great music! I really enjoyed my time there.",null,[0,58]],["¡Un pub genial con buena música! Disfruté mucho mi estancia 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dinero gastaste por persona?",[[[["E:EUR_30_TO_35"],"30-35 €",2,null,"De 30 € a 35 €","0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3YcHCBcoAA"]],1],null,null,"Precio por persona",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCBYoAw",null,null,null,null,null,1,[[2]],2],[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCBgoBA",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCBkoBQ",null,null,null,[5],null,2,null,1]],null,null,null,null,null,null,null,["en","es","inglés","español",1],[["Decided last minute to come here with a friend on a Saturday night around 1:30 am. The music honestly wasn’t too bad! I was scared, thinking it would be local Baltic music playing or super pop music. But, those songs were few and they played a good variety of regular pop music and some hip hop too which was nice, my friend and I were singing along. The bartender here is top notch! The bar is extremely clean and you can see how thorough he is with properly measuring every ingredient in the drink and sanitizing each bar tool afterwards.\n\n6 euro entry but they gave me a free entry ticket to return next weekend, but I won’t be in town. Drink prices are reasonable I guess, paid 10 euro for a Negroni and I was sleepy so I had a Black Russian and a White Russian, those were only 8 each.\n\nJust wish the crowd was larger! Especially for a Saturday night but the crowd had good energy, I’ve that they have events twice a month with a bigger crowd- I guess that’s when they open the other section with the stage.\n\nOverall, I had an okay time- friendly staff, good music and well prepared drinks.",null,[0,234]],["Decidí venir aquí con un amigo un sábado por la noche sobre la 1:30. ¡La música, la verdad, no estaba tan mal! Tenía miedo, pensando que sería música báltica local o pop. Pero eran pocas canciones y ponían una buena variedad de pop y algo de hip hop, lo cual estuvo bien; mi amigo y yo cantábamos. ¡El barman es de primera! La barra está impecablemente limpia y se nota lo meticuloso que es midiendo cada ingrediente de la bebida y desinfectando cada utensilio después.\n\nLa entrada costó 6 euros, pero me dieron una entrada gratis para volver el próximo fin de semana, aunque no estaré en la ciudad. Los precios de las bebidas son razonables, supongo. Pagué 10 euros por un Negroni y tenía sueño, así que pedí un Ruso Negro y un Ruso Blanco; solo costaban 8 cada uno.\n\n¡Ojalá hubiera más gente! Sobre todo para ser sábado por la noche, pero el público tenía buena energía. Sé que tienen eventos dos veces al mes con más gente; supongo que es entonces cuando abren la otra sección con el escenario. En general, lo pasé bien: personal amable, buena música y bebidas bien preparadas.",null,[0,238]]]],[null,1725825925000000,1725825925000000,"Hace un año",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUmliWFpQYkhwblJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUmliWFpQYkhwblJSQUIQAA%3D%3D"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUmliWFpQYkhwblJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUmliWFpQYkhwblJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUmliWFpQYkhwblJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUmliWFpQYkhwblJSQUIQAA%3D%3D"],null,["en","es","inglés","español",1],[["Dear Hak Bén,\n\nThank you for sharing your experience! It’s great to hear you enjoyed the music and appreciated our bartender’s skills. We’re glad the drink prices felt reasonable and that you enjoyed the vibe. We look forward to having you back for one of our bigger events.\n\nBest regards,\n\nSoho Club Team\n\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius",null,[0,94]],["Estimado Hak Bén:\n\n¡Gracias por compartir tu experiencia! Nos alegra saber que disfrutaste de la música y apreciaste la habilidad de nuestro barman. Nos alegra que los precios de las bebidas te hayan parecido razonables y que hayas disfrutado del ambiente. Esperamos tenerte de vuelta en uno de nuestros eventos más importantes.\n\nAtentamente,\n\nEquipo del Soho Club\n\nSvitrigailos 7, Vilna\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilna",null,[0,96]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSURibXZPbHpnRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgIDbmvOlzgE%7CCgsIwNe9tQYQ2MWDJw%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSURibXZPbHpnRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSURibXZPbHpnRRIsChZDSUhNMG9nS0VJQ0FnSURibXZPbExnEhJDZ3NJd05lOXRRWVEyTVdESncaLQoXQ0lITTBvZ0tFSUNBZ0lEYm12T2xyZ0USEkNnc0l3TmU5dFFZUTJNV0RKdyISCQAAAAAAAAAAEbStJyUjekyGKhJDZ3NJd05lOXRRWVEyTVdESnc\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8QoykIGigG"],null,[null,[[1,0]]]],"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q0pMFCBAoAw"],null,"CAESY0NBRVFEaHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVUUwZUVSZlgxOWZSV2hEUmpoZmJHdGZTV000Ym5WbVdVdHpjMEZCUVVGQlIyZHVPVEpVVVVOaWRVeEVSMkUwV1VGRFNVRQ\u003d\u003d"],[["Ci9DQUlRQUNvZENodHljRjlvT2tzMFVGUmtOR0YzWlROVGVrOXlPVGhITkdwdFFYYxAB",["0x0:0x864c7a232527adb4",null,1762006319450605,1762006319450605,[null,null,["https://www.google.com/maps/contrib/111777167389313834488/reviews?hl\u003des"],null,null,["R. Violetovienė","https://lh3.googleusercontent.com/a/ACg8ocLJV1LKMs3-9GNMbFmP-Yqiywo3JcIu0dwkmIQJZfIVNZr1Ew\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/111777167389313834488?hl\u003des"],"111777167389313834488",null,1,0,null,[0,2,1],0,["1 reseña",null,null,null,null,[null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q7LoGCBwoAA"]]]],null,"Hace 2 meses",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[1],null,null,null,null,null,null,null,null,null,null,null,null,null,["lt","es","lituano","español",1],[["Kodėl reklamuojatės kad helovyno vakarėlis, su ,,head-to-toe\" kostiumais nemokamas įėjimas, o atėjus su tokiais kostiumais ponas prie įėjimo ne tik liepia mokėt, bet ir išsityčioja kad ,,nepakankamai geri, mačiau geresnių\"? :) Jums atrodo norėsis žmonėms kitą kart čia ateit po tokio malonaus elgesio?",null,[0,301]],["¿Por qué anuncian que la fiesta de Halloween, con disfraces de pies a cabeza, es de entrada gratuita, y cuando llegas con ese disfraz, el señor de la entrada no solo te dice que pagues, sino que además se burla diciendo: \"No es lo suficientemente bueno, he visto mejores\"? :) ¿Creen que la gente querrá venir la próxima vez después de semejante trato?",null,[0,230]]]],[null,1762017718000000,1762017718000000,"Hace 2 meses",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnR6TUZWR1VtdE9SMFl6V2xST1ZHVnJPWGxQVkdoSVRrZHdkRkZZWXhBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnR6TUZWR1VtdE9SMFl6V2xST1ZHVnJPWGxQVkdoSVRrZHdkRkZZWXhBQhAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnR6TUZWR1VtdE9SMFl6V2xST1ZHVnJPWGxQVkdoSVRrZHdkRkZZWXhBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnR6TUZWR1VtdE9SMFl6V2xST1ZHVnJPWGxQVkdoSVRrZHdkRkZZWXhBQhAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnR6TUZWR1VtdE9SMFl6V2xST1ZHVnJPWGxQVkdoSVRrZHdkRkZZWXhBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnR6TUZWR1VtdE9SMFl6V2xST1ZHVnJPWGxQVkdoSVRrZHdkRkZZWXhBQhAA"],null,["lt","es","lituano","español",1],[["Ačiū už jūsų komentarą.\nRenginio aprašyme buvo aiškiai nurodyta, kad nemokamas įėjimas taikomas tik pilnai pasipuošusiems – tai reiškia visišką personažo įvaizdį nuo drabužių iki aksesuarų. Suprantame, kad vertinimas gali pasirodyti subjektyvus, ypač kai į klubą ateina keli šimtai žmonių su skirtingais kostiumais.\n\nApgailestaujame, jei taisyklė pasirodė nepakankamai aiški. Matome, kad ateityje reikėtų dar tiksliau aprašyti, kaip turėtų atrodyti „pilnas kostiumas“, galbūt net pateikiant pavyzdines nuotraukas – tai būtinai padarysime kitais metais. Nors kiekvienais metais stengiamės nurodyti vis detaliau, visada atsiranda keli atvejai, kai taisyklės būna suprantamos skirtingai.\n\nBest regards,\nSoho Club Team\nSvitrigailos 7, Vilnius",null,[0,178]],["Gracias por su comentario.\n\nLa descripción del evento indicaba claramente que la entrada gratuita era solo para quienes estuvieran completamente disfrazados, es decir, con una imagen completa del personaje, desde la ropa hasta los accesorios. Entendemos que la evaluación pueda parecer subjetiva, especialmente cuando cientos de personas acuden al club con diferentes disfraces.\n\nPedimos disculpas si la norma no resultó clara. Consideramos que en el futuro será necesario describir con mayor precisión qué se entiende por \"disfraz completo\", quizás incluso proporcionando ejemplos fotográficos; sin duda lo haremos el próximo año. Aunque intentamos ser cada vez más específicos, siempre hay casos en los que las normas se interpretan de forma diferente.\n\nSaludos cordiales,\n\nEquipo del Club Soho\n\nSvitrigailos 7, Vilnius",null,[0,106]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2tzMFVGUmtOR0YzWlROVGVrOXlPVGhITkdwdFFYYxAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CAIQACodChtycF9oOks0UFRkNGF3ZTNTek9yOThHNGptQXc%7C0d0WJjPqv4r%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dCi9DQUlRQUNvZENodHljRjlvT2tzMFVGUmtOR0YzWlROVGVrOXlPVGhITkdwdFFYYxAB\u0026t\u003d1\u0026entityid\u003dCi9DQUlRQUNvZENodHljRjlvT2tzMFVGUmtOR0YzWlROVGVrOXlPVGhITkdwdFFYYxJbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnR6TUZWR1VtdE9SMFl6V2xST1ZHVnJPWGxQVkdoSVRrZHdkRkZZWXdvR2NtVjJhV1YzEgswZDBXSmpQcXY0chpbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnR6TUZWR1VtdE9SMFl6V2xST1ZHVnJPWGxQVkdoSVRrZHdkRkZZWXdvR2NtRjBhVzVuEgswZDBXSmpQcXY0ciISCQAAAAAAAAAAEbStJyUjekyGKgswZDBXSmpQcXY0cg\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8QoykIHSgB"],null,[null,[[1,0]]]],"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q0pMFCBsoBA"],null,"CAESY0NBRVFEeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVUpTYlVaZlgxOWZSV2hCWVRRMGJVMHhVV2g1TFVsdWJVYzVNRUZCUVVGQlIyZHVPVEpXVFVOYVkwRTVVSEZWV1VGRFNVRQ\u003d\u003d"],[["Ci9DQUlRQUNvZENodHljRjlvT25aWFFtZHdWRWN5ZURWMFJYbHpWMVYxYkZoWmRsRRAB",["0x0:0x864c7a232527adb4",null,1749951584090047,1749951584090047,[null,null,["https://www.google.com/maps/contrib/117456809138830459668/reviews?hl\u003des"],null,null,["Eirik Johansen","https://lh3.googleusercontent.com/a/ACg8ocKr4XoGNzoZ0r4A3D2aidlO2o1h6tFdidSnQS5wdBLO5c6Zjg\u003ds120-c-rp-mo-ba3-br100",["https://www.google.com/maps/contrib/117456809138830459668?hl\u003des"],"117456809138830459668",null,29,4,null,[1,5,1],0,["Local Guide · 29 reseñas",null,null,null,null,[null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q7LoGCB8oAA"]]]],null,"Hace 7 meses",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,[[["GUIDED_DINING_PRICE_RANGE"],"¿Cuánto dinero gastaste por persona?",[[[["E:EUR_25_TO_30"],"25-30 €",2,null,"De 25 € a 30 €","0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3YcHCCEoAA"]],1],null,null,"Precio por persona",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCCAoAQ",null,null,null,null,null,1,[[2]],2],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCCIoAg",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_GROUP_SIZE"],"¿Para grupos de qué tamaño es más adecuado este sitio?",null,[[[["E:DINING_GROUP_SIZE_SUITABLE_FOR_ALL"],"Para grupos de todos los tamaños",2,null,null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3YcHCCQoAA"]]],null,"Tamaño del grupo",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCCMoAw",null,null,null,null,null,3,null,2],[["GUIDED_DINING_SPECIAL_EVENTS"],"¿Había eventos especiales durante tu visita?",null,[[[["E:DINING_SPECIAL_EVENTS_OTHERS"],"Otros",2,null,null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3YcHCCYoAA"]]],null,"Eventos especiales",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCCUoBA",null,null,null,null,null,3,null,2],[["GUIDED_DINING_SEATING_TYPE"],"¿Qué tipos de asientos había disponibles?",null,[[[["E:DINING_SEATING_TYPE_BAR_AREA"],"Zona de bar",2,null,null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3YcHCCgoAA"],[["E:DINING_SEATING_TYPE_COUNTER_SEATING"],"Asientos en la barra",2,null,null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3YcHCCkoAQ"]]],null,"Tipo de asiento",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCCcoBQ",null,null,null,null,null,3,null,2]],null,null,null,null,null,null,null,["en","es","inglés","español",1],[["Spent Saturday night here and it was a blast! Hats off to the dj for blasting catchy pop music for hours without there being a dull moment. The bartenders are fast and the service is good. Great atmosphere in the club. Would recommend it to anyone looking for a good night out in Vilnius.",null,[0,288]],["Pasé la noche del sábado aquí y ¡fue una pasada! Me quito el sombrero ante el DJ por poner música pop pegadiza a todo volumen durante horas sin aburrirme ni un segundo. Los camareros son rápidos y el servicio es bueno. El ambiente en la discoteca es genial. Se lo recomiendo a cualquiera que busque una buena noche en Vilna.",null,[0,324]]]],[null,1752607336000000,1752607336000000,"Hace 6 meses",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVhV0ZGdFpIZFdSV041WlVSV01GSlliSHBXTVZZeFlrWm9XbVJzUlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVhV0ZGdFpIZFdSV041WlVSV01GSlliSHBXTVZZeFlrWm9XbVJzUlJBQhAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVhV0ZGdFpIZFdSV041WlVSV01GSlliSHBXTVZZeFlrWm9XbVJzUlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVhV0ZGdFpIZFdSV041WlVSV01GSlliSHBXTVZZeFlrWm9XbVJzUlJBQhAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVhV0ZGdFpIZFdSV041WlVSV01GSlliSHBXTVZZeFlrWm9XbVJzUlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVhV0ZGdFpIZFdSV041WlVSV01GSlliSHBXTVZZeFlrWm9XbVJzUlJBQhAA"],null,["en","es","inglés","español",1],[["Thank you, Eirik! Nights like these are what keep Soho alive – full of movement, music, and connection. We’re always switching things up with our DJs and themes, so each visit feels fresh. Keep an eye on our agenda at sohoclub.lt or FB, and we hope to welcome you back soon!\n\n#TheQueerClub #UnforgettableVibes #FeelTheEnergy #GoodEmotions",null,[0,240]],["¡Gracias, Eirik! Noches como estas son las que mantienen vivo al Soho: lleno de movimiento, música y conexión. Siempre estamos cambiando con nuestros DJs y temáticas, para que cada visita sea una experiencia fresca. No te pierdas nuestra agenda en sohoclub.lt o Facebook, ¡y esperamos darte la bienvenida pronto!\n\n#TheQueerClub #VibracionesInolvidables #SienteLaEnergía #BuenasEmociones",null,[0,237]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT25aWFFtZHdWRWN5ZURWMFJYbHpWMVYxYkZoWmRsRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CAIQACodChtycF9oOnZXQmdwVEcyeDV0RXlzV1V1bFhZdlE%7C0cIXGV4MVGd%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dCi9DQUlRQUNvZENodHljRjlvT25aWFFtZHdWRWN5ZURWMFJYbHpWMVYxYkZoWmRsRRAB\u0026t\u003d1\u0026entityid\u003dCi9DQUlRQUNvZENodHljRjlvT25aWFFtZHdWRWN5ZURWMFJYbHpWMVYxYkZoWmRsRRJbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVhV0ZGdFpIZFdSV041WlVSV01GSlliSHBXTVZZeFlrWm9XbVJzUlFvR2NtVjJhV1YzEgswY0lYR1Y0TVZHZBpbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVhV0ZGdFpIZFdSV041WlVSV01GSlliSHBXTVZZeFlrWm9XbVJzUlFvR2NtRjBhVzVuEgswY0lYR1Y0TVZHZCISCQAAAAAAAAAAEbStJyUjekyGKgswY0lYR1Y0TVZHZA\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8QoykIKigG"],null,[null,[[1,0]]]],"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q0pMFCB4oBQ"],null,"CAESY0NBRVFFQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVUpYWWt4ZlgxOWZSV2hCU0ZOTVMwNURjRkZWY1dkd1RIaFdWVUZCUVVGQlIyZHVPVEpXWjBOaFNUZENOa3RWV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUMzOUpxTm5BRRAB",["0x0:0x864c7a232527adb4",null,1730626509197639,1730626509197639,[null,null,["https://www.google.com/maps/contrib/112638730883427391037/reviews?hl\u003des"],null,null,["Jc b23","https://lh3.googleusercontent.com/a/ACg8ocJuzZULS1Km3r8MFnqVXBj5uBJIegkPhgByvJKXx3_g8UgG\u003ds120-c-rp-mo-ba4-br100",["https://www.google.com/maps/contrib/112638730883427391037?hl\u003des"],"112638730883427391037",null,79,83,null,[1,6,1],4,["Local Guide · 79 reseñas",null,null,null,null,[null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q7LoGCCwoAA"]]]],null,"Hace un año",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[3],null,[["CIHM0ogKEICAgIC39JqNPA",["CIHM0ogKEICAgIC39JqNPA",10,12,null,null,null,["https://lh3.googleusercontent.com/geougc-cs/AMBA38uLSRrwA2GvAF_gA3S-y8GMVi-JOdKwylDi1vIAJYYtRiPsGmlO9u8t7v7xglVk9E4MzhYPkybaMZlG00IGA_pGobQivjUWfw4J8yowUAJhQzruXifM3qnKi5r5EP7LWe9abSXt",null,[3840,5120]],null,[[3,25.26671805430346,54.67868999404835],[0,90],[3840,5120],75],"WStsaYTIE_G37NMP44z2-AE","0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8QzCcILSgB",["//www.google.com/local/imagery/report/?cb_client\u003dmaps_sv.tactile\u0026image_key\u003d!1e10!2sCIHM0ogKEICAgIC39JqNPA\u0026fid\u003d0x0:0x864c7a232527adb4",null,null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q-y4ILigA"],null,null,null,null,null,null,null,null,null,[null,[10,"CIHM0ogKEICAgIC39JqNPA"],[10,3,[5120,3840]],[null,null,null,null,null,null,null,["Soho Club"]],[null,[[["Jc b23"],"https://www.google.com/maps/contrib/112638730883427391037?hl\u003des","https://lh3.googleusercontent.com/a/ACg8ocJuzZULS1Km3r8MFnqVXBj5uBJIegkPhgByvJKXx3_g8UgG\u003ds120-c-rp-mo-ba4-br100",null,null,"112638730883427391037"]]],[[[2],[[null,null,null,null,1]]]],[2,null,null,null,null,[null,null,null,[7,3]],null,null,[2024,11,3,9,null,null,null,null,["Hace un año"]]],["//www.google.com/local/imagery/report/?cb_client\u003dmaps_sv.tactile\u0026image_key\u003d!1e10!2sCIHM0ogKEICAgIC39JqNPA\u0026fid\u003d0x0:0x864c7a232527adb4"]],1,null,null,null,null,null,null,["0","-8769500083031396940"],null,null,[null,1],null,null,null,null,null,null,null,null,null,null,["ChdDSUhNMG9nS0VJQ0FnSUMzOUpxTm5BRRAB"]],"CIHM0ogKEICAgIC39JqNPA",1]],null,null,null,[[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCC8oAg",null,null,null,[4],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCDAoAw",null,null,null,[2],null,2,null,1]],null,null,null,null,null,null,null,["fr","es","francés","español",1],[["Samedi soir début novembre. Nous sommes arrivés à 23h30. Peu de monde (voir photo). Le public est varié. Quelques filles aussi.\n\nLe personnel est très accueillant et gentil.\nIl y a une salle boîte de nuit pour danser.\n\nContents d y être allé pour supporter un établissement LGBT",null,[0,127]],["Sábado por la noche, a principios de noviembre. Llegamos a las 23:30. No había mucha gente (ver foto). El público era diverso. También había algunas mujeres.\n\nEl personal fue muy amable y atento.\nHay una discoteca para bailar.\n\nNos alegramos de haber ido para apoyar a un local LGBT.",null,[0,157]]]],[null,1730641135000000,1730641135000000,"Hace un año",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXpPVXB4VG01QlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXpPVXB4VG01QlJSQUIQAA%3D%3D"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXpPVXB4VG01QlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXpPVXB4VG01QlJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXpPVXB4VG01QlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXpPVXB4VG01QlJSQUIQAA%3D%3D"],null,["en","es","inglés","español",1],[["Dear Jc b23,\n\nThanks for your feedback and for supporting our club. We’re glad you found our staff welcoming. Your visit was during a religious holiday here in Lithuania, which is why there were fewer people.\n\nWe hope you come back again for a busier night, and we’ll work to earn more than 3 stars next time!\n\nBest regards,\nSoho Club Team\n\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius",null,[0,92]],["Estimado Jc b23:\n\nGracias por tus comentarios y por apoyar a nuestro club. Nos alegra que nuestro personal te haya dado la bienvenida. Tu visita coincidió con una festividad religiosa aquí en Lituania, por lo que había menos gente.\n\nEsperamos que vuelvas para una noche más concurrida. ¡Nos esforzaremos por obtener más de 3 estrellas la próxima vez!\n\nAtentamente,\nEquipo del Soho Club\n\nSvitrigailos 7, Vilna\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilna",null,[0,97]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUMzOUpxTm5BRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgIC39JqNnAE%7CCgsIzYeduQYQ2PaeXg%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUMzOUpxTm5BRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUMzOUpxTm5BRRIsChZDSUhNMG9nS0VJQ0FnSUMzOUpxTlhBEhJDZ3NJelllZHVRWVEyUGFlWGcaLQoXQ0lITTBvZ0tFSUNBZ0lDMzlKcU4zQUUSEkNnc0l6WWVkdVFZUTJQYWVYZyISCQAAAAAAAAAAEbStJyUjekyGKhJDZ3NJelllZHVRWVEyUGFlWGc\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8QoykIMSgE"],null,[null,[[1,0]]]],"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q0pMFCCsoBg"],null,"CAESY0NBRVFFUnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVUpxWWpkZlgxOWZSV2hDVW1OeWRYbFBWbk51T0ZGTFdtZDRiMEZCUVVGQlIyZHVPVEpYWjBOaVVUWm1TbTVKV1VGRFNVRQ\u003d\u003d"],[["Ci9DQUlRQUNvZENodHljRjlvT21GMk4yZzFkbWRUUldWdVRqUnhUblZsTlcxMVdtYxAB",["0x0:0x864c7a232527adb4",null,1758703063175308,1758703063175308,[null,null,["https://www.google.com/maps/contrib/118342427988991030450/reviews?hl\u003des"],null,null,["Ugne Mosinaite","https://lh3.googleusercontent.com/a/ACg8ocLrOLRJK3DDVQ69kWxO4jUuu7RFb9QtME9M8MfLhF4KZwWr5Q\u003ds120-c-rp-mo-ba2-br100",["https://www.google.com/maps/contrib/118342427988991030450?hl\u003des"],"118342427988991030450",null,20,0,null,[1,4,1],32,["Local Guide · 20 reseñas",null,null,null,null,[null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q7LoGCDMoAA"]]]],null,"Hace 3 meses",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,[[["GUIDED_DINING_PRICE_RANGE"],"¿Cuánto dinero gastaste por persona?",[[[["E:EUR_10_TO_15"],"10-15 €",2,null,"De 10 € a 15 €","0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3YcHCDUoAA"]],1],null,null,"Precio por persona",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCDQoAQ",null,null,null,null,null,1,[[2]],2],[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCDYoAg",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCDcoAw",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_GROUP_SIZE"],"¿Para grupos de qué tamaño es más adecuado este sitio?",null,[[[["E:DINING_GROUP_SIZE_THREE_TO_FOUR"],"3-4 personas",2,null,null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3YcHCDkoAA"]]],null,"Tamaño del grupo",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCDgoBA",null,null,null,null,null,3,null,2],[["GUIDED_DINING_SEATING_TYPE"],"¿Qué tipos de asientos había disponibles?",null,[[[["E:DINING_SEATING_TYPE_BAR_AREA"],"Zona de bar",2,null,null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3YcHCDsoAA"],[["E:DINING_SEATING_TYPE_COUNTER_SEATING"],"Asientos en la barra",2,null,null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3YcHCDwoAQ"]]],null,"Tipo de asiento",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCDooBQ",null,null,null,null,null,3,null,2]],null,null,null,null,null,null,null,["en","es","inglés","español",1],[["Always a good vibe and amazing atmosphere!! Great guilty hits and uplifting mood for dancing. The staff and customers are friendly",null,[0,130]],["¡Siempre hay buen ambiente y un ambiente increíble! Excelentes platillos con sabor a caramelo y un ambiente animado para bailar. El personal y los clientes son amables.",null,[0,168]]]],[null,1758713458000000,1758713458000000,"Hace 3 meses",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjFHTWs0eVp6RmtiV1JVVWxkV2RWUnFVbmhVYmxac1RsY3hNVmR0WXhBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjFHTWs0eVp6RmtiV1JVVWxkV2RWUnFVbmhVYmxac1RsY3hNVmR0WXhBQhAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjFHTWs0eVp6RmtiV1JVVWxkV2RWUnFVbmhVYmxac1RsY3hNVmR0WXhBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjFHTWs0eVp6RmtiV1JVVWxkV2RWUnFVbmhVYmxac1RsY3hNVmR0WXhBQhAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjFHTWs0eVp6RmtiV1JVVWxkV2RWUnFVbmhVYmxac1RsY3hNVmR0WXhBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjFHTWs0eVp6RmtiV1JVVWxkV2RWUnFVbmhVYmxac1RsY3hNVmR0WXhBQhAA"],null,["en","es","inglés","español",1],[["Thank you, Ugne! We’re so glad you enjoy the nights at Soho – from the music to the people, it’s all about creating moments full of joy and energy. Hope to see you back on the dancefloor soon! 🌈✨\n\n#TheQueerClub #SohoVilnius #GoodEmotions #UnforgettableVibes #FeelTheEnergy",null,[0,195]],["¡Gracias, Ugne! Nos alegra mucho que disfrutes de las noches en Soho: desde la música hasta la gente, todo se trata de crear momentos llenos de alegría y energía. ¡Esperamos verte pronto de vuelta en la pista de baile! 🌈✨\n\n#TheQueerClub #SohoVilnius #BuenasEmociones #VibracionesInolvidables 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Jelena, už atsiliepimą ir už tai, kad apsilankėte mūsų renginyje! 🌈 Džiaugiamės, kad įvertinote mūsų aptarnavimą ir atmosferą. Jūsų pastaba dėl vėdinimo teisinga – salė yra vedinama, tačiau kai susirenka pilna salė, natūraliai būna daugiau karščio. Nuolat stengiamės gerinti oro cirkuliaciją, kad vakarą būtų dar maloniau praleisti.\n\nTikimės, kad dar sugrįšite pasimėgauti mūsų renginiais bei gera energija!\n\n#TheQueerClub #SohoVilnius #GoodEmotions #UnforgettableVibes #FeelTheEnergy",null,[0,237]],["Gracias, Jelena, por tus comentarios y por visitar nuestro evento. 🌈 Nos alegra que hayas disfrutado de nuestro servicio y ambiente. Tu comentario sobre la ventilación es correcto: la sala está ventilada, pero cuando está llena, naturalmente hace más calor. Nos esforzamos constantemente por mejorar la circulación del aire para que la velada sea aún más agradable.\n\n¡Esperamos que vuelvas para disfrutar de nuestros eventos y de la buena energía!\n\n#TheQueerClub #SohoVilnius #GoodEmotions #UnforgettableVibes #FeelTheEnergy",null,[0,228]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2xGSVRuTkVOME15UzBWUWJUTlpSMnRJTUZkR1kxRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CAIQACodChtycF9oOlFITnNEN0MyS0VQbTNZR2tIMFdGY1E%7C0cn_nncfQwN%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dCi9DQUlRQUNvZENodHljRjlvT2xGSVRuTkVOME15UzBWUWJUTlpSMnRJTUZkR1kxRRAB\u0026t\u003d1\u0026entityid\u003dCi9DQUlRQUNvZENodHljRjlvT2xGSVRuTkVOME15UzBWUWJUTlpSMnRJTUZkR1kxRRJbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnhHU1ZSdVRrVk9NRTE1VXpCV1VXSlVUbHBTTW5SSlRVWmtSMWt4UlFvR2NtVjJhV1YzEgswY25fbm5jZlF3ThpbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnhHU1ZSdVRrVk9NRTE1VXpCV1VXSlVUbHBTTW5SSlRVWmtSMWt4UlFvR2NtRjBhVzVuEgswY25fbm5jZlF3TiISCQAAAAAAAAAAEbStJyUjekyGKgswY25fbm5jZlF3Tg\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8QoykITCgI"],null,[null,[[1,0]]]],"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q0pMFCD4oCA"],null,"CAESY0NBRVFFeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVU5DV1ZwZlgxOWZSV2hFVEVWV1dHeElMVGRXZVZCRlNFUkRSVUZCUVVGQlIyZHVPVEpaTUVOYWNHNXJOa0l3V1VGRFNVRQ\u003d\u003d"],[["Ci9DQUlRQUNvZENodHljRjlvT25GeWJYRnlWRWt6VG1SUk5FaHZZakpyZWpsVmFIYxAB",["0x0:0x864c7a232527adb4",null,1755345006492215,1758913926913307,[null,null,["https://www.google.com/maps/contrib/112872262572333649487/reviews?hl\u003des"],null,null,["Jonas Šimeliūnas","https://lh3.googleusercontent.com/a/ACg8ocKJ7hChFNP5mHlbK-QEAVmzoFMZMFtGzMiWIQiONWm-3H90vA\u003ds120-c-rp-mo-ba2-br100",["https://www.google.com/maps/contrib/112872262572333649487?hl\u003des"],"112872262572333649487",null,23,6,null,[1,4,1],1,["Local Guide · 23 reseñas",null,null,null,null,[null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q7LoGCE4oAA"]]]],null,"Fecha de edición: Hace 3 meses",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[3],null,null,null,null,null,[[["GUIDED_DINING_PRICE_RANGE"],"¿Cuánto dinero gastaste por persona?",[[[["E:EUR_10_TO_15"],"10-15 €",2,null,"De 10 € a 15 €","0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3YcHCFAoAA"]],1],null,null,"Precio por persona",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCE8oAQ",null,null,null,null,null,1,[[2]],2],[["GUIDED_DINING_FOOD_ASPECT"],"Comida",null,null,null,"Comida",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCFEoAg",null,null,null,[4],null,2,null,1],[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCFIoAw",null,null,null,[2],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q3IcHCFMoBA",null,null,null,[3],null,2,null,1]],null,null,null,null,null,null,null,["en","es","inglés","español",1],[["We were charged for entrance telling if you are 2 people you have to pay, if you are 3 - it's free.\nI feel sorry for the administrators, it's quite strange approach.\n\nThank you for your response. I haven't visited you for more than 5 years, been couple of times in total.\nThe system you have is stupid and discriminatory. I support clubs by buying drinks and coming back. No need for manipulative bullshit.\n\nIts a never seen system when a single person or a couple is less welcome than a group of 3.",null,[0,165]],["Nos cobraron la entrada, diciéndonos que si sois 2 personas tenéis que pagar, si sois 3, es gratis.\nLo siento por los administradores, es un enfoque bastante extraño.\n\nGracias por su respuesta. No los he visitado en más de 5 años, solo un par de veces.\nEl sistema que tienen es estúpido y discriminatorio. Apoyo a las discotecas comprando bebidas y volviendo. No hay necesidad de manipulaciones.\n\nEs un sistema nunca visto en el que una persona sola o una pareja es menos bienvenida que un grupo de 3.",null,[0,166]]]],[null,1755352238000000,1755352238000000,"Hace 5 meses",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVHZVdKWVJubFdSV3Q2VkcxU1VrNUZhSFpaYWtweVpXcHNWbUZJWXhBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVHZVdKWVJubFdSV3Q2VkcxU1VrNUZhSFpaYWtweVpXcHNWbUZJWXhBQhAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVHZVdKWVJubFdSV3Q2VkcxU1VrNUZhSFpaYWtweVpXcHNWbUZJWXhBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVHZVdKWVJubFdSV3Q2VkcxU1VrNUZhSFpaYWtweVpXcHNWbUZJWXhBQhAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVHZVdKWVJubFdSV3Q2VkcxU1VrNUZhSFpaYWtweVpXcHNWbUZJWXhBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVHZVdKWVJubFdSV3Q2VkcxU1VrNUZhSFpaYWtweVpXcHNWbUZJWXhBQhAA"],null,["en","es","inglés","español",1],[["Dear Jonas,\n\nYou’ve been visiting us often, so it’s surprising to see this kind of review – especially when you’re familiar with how our SMS promo codes work.\n\nAnyone with a Lithuanian phone number can receive a Soho Club SMS promo code by registering at sohoclub.lt/sms-promo-code. The message clearly explains the entrance conditions:\n\n22:00 – Free\n22:30 – 3 EUR\n00:00 – 4 EUR\n01:00 – 6 EUR\n04:00 – 3 EUR\n\nOR\n\nCome with 2 friends (1+2) and all 3 enter for free!\n\nYou arrived around 2:00 AM as a couple – which means the time-based entry fee applies, and each person should have a valid code. Only if three people arrive together is one code enough for free entry. These terms are simple, fair, and communicated clearly in every promo message.\n\nEven without a code, the entrance fee is only 6 EUR all night – and that includes free wardrobe service. Is this really such a high price to support the only LGBTQ+ nightclub in the country? We believe it’s accessible.\n\nIt’s disappointing that instead of acknowledging this, you left a public review calling our team “cheap.” We stand by our transparent system and the effort we put into making Soho Club welcoming for everyone – both emotionally and financially.\n\nLet those reading this decide for themselves who’s being fair.\nWe wish you a great day – and we’ll be glad to see you again, when you’re ready to enjoy the night on the same fair terms as everyone else.\n\nBest regards,\nSoho Club Administration\n#TheQueerClub #SohoVilnius #GoodEmotions #UnforgettableVibes",null,[0,91]],["Estimado Jonas:\n\nNos visitas con frecuencia, así que nos sorprende ver este tipo de reseñas, sobre todo cuando ya sabes cómo funcionan nuestros códigos promocionales por SMS.\n\nCualquier persona con un número de teléfono lituano puede recibir un código promocional por SMS de Soho Club registrándose en sohoclub.lt/sms-promo-code. El mensaje explica claramente las condiciones de entrada:\n\n22:00 – Gratis\n22:30 – 3 EUR\n00:00 – 4 EUR\n01:00 – 6 EUR\n04:00 – 3 EUR\n\nO\n\n¡Ven con 2 amigos (1+2) y los 3 entran gratis!\n\nLlegaron sobre las 2:00 h en pareja, lo que significa que se aplica la tarifa de entrada por hora y que cada persona debe tener un código válido. Solo si llegan tres personas juntas, un solo código es suficiente para la entrada gratuita. Estas condiciones son sencillas, justas y se comunican claramente en cada mensaje promocional.\n\nIncluso sin código, la entrada cuesta solo 6 EUR toda la noche, e incluye servicio de guardarropa gratuito. ¿De verdad es un precio tan alto para apoyar a la única discoteca LGBTQ+ del país? Creemos que es accesible.\n\nEs decepcionante que, en lugar de reconocerlo, hayas dejado una reseña pública calificando a nuestro equipo de \"tacaño\". Respaldamos nuestro sistema transparente y el esfuerzo que hacemos para que Soho Club sea un lugar acogedor para todos, tanto emocional como económicamente.\n\nQue quienes lean esto decidan por sí mismos quién es justo.\nTe deseamos un gran día y nos alegrará volver a verte cuando estés listo para disfrutar de la noche en las mismas condiciones que los demás.\n\nAtentamente,\nAdministración de Soho Club\n#TheQueerClub #SohoVilnius #GoodEmotions #UnforgettableVibes",null,[0,92]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT25GeWJYRnlWRWt6VG1SUk5FaHZZakpyZWpsVmFIYxAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CAIQACodChtycF9oOnFybXFyVEkzTmRRNEhvYjJrejlVaHc%7C0cpiL5qQzNV%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dCi9DQUlRQUNvZENodHljRjlvT25GeWJYRnlWRWt6VG1SUk5FaHZZakpyZWpsVmFIYxAB\u0026t\u003d1\u0026entityid\u003dCi9DQUlRQUNvZENodHljRjlvT25GeWJYRnlWRWt6VG1SUk5FaHZZakpyZWpsVmFIYxJbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVHZVdKWVJubFdSV3Q2VkcxU1VrNUZhSFpaYWtweVpXcHNWbUZJWXdvR2NtVjJhV1YzEgswY3BpTDVxUXpOVhpbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVHZVdKWVJubFdSV3Q2VkcxU1VrNUZhSFpaYWtweVpXcHNWbUZJWXdvR2NtRjBhVzVuEgswY3BpTDVxUXpOViISCQAAAAAAAAAAEbStJyUjekyGKgswY3BpTDVxUXpOVg\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8QoykIVCgF"],null,[null,[[1,0]]]],"0ahUKEwjE2M7D7JOSAxXxG3sEHWOGHR8Q0pMFCE0oCQ"],null,"CAESY0NBRVFGQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVU5PYVRGZlgxOWZSV2hDVERsTWJtRnliSGswWWtjdGJVVXRjMEZCUVVGQlIyZHVPVEphZDBOYWJtbFFZVkEwV1VGRFNVRQ\u003d\u003d"]]] \ No newline at end of file +[null,"CAESY0NBRVFGQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZURlZwVTBGZlgxOWZSV2hEZUhnMlNGaE5iMHROTURWRWRXeE9PRUZCUVVGQlIyZHVPVFZZWjBOalJFY3RNa3BGV1VGRFNVRQ\u003d\u003d",[[["ChZDSUhNMG9nS0VJQ0FnSUNXOHNTTFp3EAE",["0x0:0x85f89601b9909c72",null,1645567832411660,1645567832411660,[null,null,["https://www.google.com/maps/contrib/114492512442891586524/reviews?hl\u003des"],null,null,["Eli Lopez","https://lh3.googleusercontent.com/a/ACg8ocI5eSYdxuIl5rmd3WBRyO3mMiLJ8byAsHVrz9fgMbU9tacDow\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/114492512442891586524?hl\u003des"],"114492512442891586524",null,2,0,null,[0,2,1],2,["2 reseñas",null,null,null,null,[null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ7LoGCAMoAA"]]]],null,"Hace 3 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["es"],[["Desde la primera vez que vine a R. Feitas peluquería no me he arrepentido de estar ausente ahí cuando quiero tener un corte preciso, bonito y elegante, de la mano de Rafa. Me ha entregado un servicio y atención excepcional, digno de volver. Desde que entras hasta que sales puedes hablar y disfrutar de él humor, carisma o sentido del peluquero que te esté tratando. He aprendido mucho sentado en una silla junto a Rafa y he disfrutado de muchos momentos alegres. Y le sumas el resultado del arte que tiene Rafa ñara dejarte estilisticamente el pelo, como dije antes, \"preciso y bonito\". Recordarles. ⭐️⭐️⭐️⭐️⭐️",null,[0,233]]]],[null,1645569515000000,1658746650000000,"Fecha de edición: Hace 3 años",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlhPSE5UVEZwM0VBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlhPSE5UVEZwM0VBRRAA"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlhPSE5UVEZwM0VBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlhPSE5UVEZwM0VBRRAA"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlhPSE5UVEZwM0VBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlhPSE5UVEZwM0VBRRAA"],null,["es"],[["Primero que nada darle las gracias por su reseña ya que para nosotros es sentir que nuestros clientes son parte de nuestra familia, nos animan a siempre dar el mejor consejo para tratar de conseguir que se sientan como en casa, y sin duda hacer nuestro trabajo lo mejor posible. Muchas gracias por estar a nuestro lado.",null,[0,319]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUNXOHNTTFp3EAE!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgICW8sSLZw%7CCgwI2L7VkAYQ4N2lxAE%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSUNXOHNTTFp3EAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSUNXOHNTTFp3Ei4KF0NJSE0wb2dLRUlDQWdJQ1c4c1NMNXdFEhNDZ3dJMkw3VmtBWVE0TjJseEFFGi0KFkNJSE0wb2dLRUlDQWdJQ1c4c1NMRncSE0Nnd0kyTDdWa0FZUTROMmx4QUUiEgkAAAAAAAAAABFynJC5AZb4hSoTQ2d3STJMN1ZrQVlRNE4ybHhBRQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQoykIBCgB"],null,[null,[[1,0]]]],"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ0pMFCAIoAA"],null,"CAESY0NBRVFDeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZURXhLTTAxZlgxOWZSV2hDYkdSamJERmxRelZMWTNnMk4yRnFkMEZCUVVGQlIyZHVPVE0zTkVOblRubEVhbkZSV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSUMtNDU2UWVBEAE",["0x0:0x85f89601b9909c72",null,1668252174895614,1668252174895614,[null,null,["https://www.google.com/maps/contrib/117086350131573022674/reviews?hl\u003des"],null,null,["Adrián Rodríguez","https://lh3.googleusercontent.com/a/ACg8ocJRAxPAZIMObZr1Rtty8hdDEltQhzISsdDKceA2xjkI3-vwhQ\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/117086350131573022674?hl\u003des"],"117086350131573022674",null,4,0,null,[0,3,1],0,["4 reseñas",null,null,null,null,[null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ7LoGCAYoAA"]]]],null,"Hace 3 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["es"],[["La verdad es que estoy muy contento con el equipo de hermanos de esta peluquería. Están cualificados, responden cualquier duda y te tratan de forma muy profesional. Además no te intentan vender nada, simplemente te recomiendan productos para la mejora de tu salud capilar. Volveré encantado.",null,[0,291]]]],[null,1668332834000000,1671871626000000,"Fecha de edición: Hace 3 años",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTXRORFUyVVdWQkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTXRORFUyVVdWQkVBRRAA"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTXRORFUyVVdWQkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTXRORFUyVVdWQkVBRRAA"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTXRORFUyVVdWQkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTXRORFUyVVdWQkVBRRAA"],null,["es"],[["Muchas gracias Adrián, intentamos que nuestros clientes y parte de esta familia, sean atendidos de la mejor manera posible y aconsejar y dar explicación a todas sus dudas, respaldados siempre bajo nuestros conocimientos. Muchas gracias.",null,[0,236]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUMtNDU2UWVBEAE!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgIC-456QeA%7CCgwIjoS-mwYQsPiHqwM%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSUMtNDU2UWVBEAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSUMtNDU2UWVBEi4KF0NJSE0wb2dLRUlDQWdJQy00NTZRLUFFEhNDZ3dJam9TLW13WVFzUGlIcXdNGi0KFkNJSE0wb2dLRUlDQWdJQy00NTZRQkESE0Nnd0lqb1MtbXdZUXNQaUhxd00iEgkAAAAAAAAAABFynJC5AZb4hSoTQ2d3SWpvUy1td1lRc1BpSHF3TQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQoykIBygB"],null,[null,[[1,0]]]],"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ0pMFCAUoAQ"],null,"CAESY0NBRVFEQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZURXhwUkRSZlgxOWZSV2hDV2xSa1QyMUdRMXBSVDNJNFRtMTRRVUZCUVVGQlIyZHVPVE5mYTBObE5WSnlPV1JCV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUQwOU9HQzJnRRAB",["0x0:0x85f89601b9909c72",null,1571992263960570,1571992263960570,[null,null,["https://www.google.com/maps/contrib/102058623608879877322/reviews?hl\u003des"],null,null,["Nestor Lobato","https://lh3.googleusercontent.com/a-/ALV-UjXK4Z9fN4UXMK4s6QCaEEYsryt4ugTMKVK0jWR21Y3QntHVJ9XU\u003ds120-c-rp-mo-ba3-br100",["https://www.google.com/maps/contrib/102058623608879877322?hl\u003des"],"102058623608879877322",null,31,58,null,[1,5,1],0,["Local Guide · 31 reseñas",null,null,null,null,[null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ7LoGCAkoAA"]]]],null,"Hace 6 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["es"],[["Poco que decir de este gran nuevo negocio llevado por una gente excepcional. Un trato muy a la altura de los gustos más exigentes. Y una calidad de trabajo que en pocos lugares de Las Palmas se podrá encontrar",null,[0,209]]]],[null,1658746947000000,1658746947000000,"Hace 3 años",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXdPVTlIUXpKblJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXdPVTlIUXpKblJSQUIQAA%3D%3D"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXdPVTlIUXpKblJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXdPVTlIUXpKblJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXdPVTlIUXpKblJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXdPVTlIUXpKblJSQUIQAA%3D%3D"],null,["es"],[["Muchas gracias Néstor, un placer como siempre🙌🏽",null,[0,47]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUQwOU9HQzJnRRAB!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgID09OGC2gE%7CCgwIx-XK7QUQkMWEygM%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUQwOU9HQzJnRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUQwOU9HQzJnRRItChZDSUhNMG9nS0VJQ0FnSUQwOU9HQ09nEhNDZ3dJeC1YSzdRVVFrTVdFeWdNGi4KF0NJSE0wb2dLRUlDQWdJRDA5T0dDdWdFEhNDZ3dJeC1YSzdRVVFrTVdFeWdNIhIJAAAAAAAAAAARcpyQuQGW-IUqE0Nnd0l4LVhLN1FVUWtNV0V5Z00\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQoykICigB"],null,[null,[[1,0]]]],"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ0pMFCAgoAg"],null,"CAESY0NBRVFEUnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZURTFaTWpOZlgxOWZSV2hCYm01b1NsZHNURXhuY2kxVVdGVkxVVUZCUVVGQlIyZHVPVFJJT0VOclpqTXhiM1ZqV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUR1eEtTSDR3RRAB",["0x0:0x85f89601b9909c72",null,1660406375750320,1660406454457634,[null,null,["https://www.google.com/maps/contrib/100102680210893138980/reviews?hl\u003des"],null,null,["Daniel P. G.","https://lh3.googleusercontent.com/a/ACg8ocLVlHyRWBEI6y-Y0-YPlSZ75b8xy9OXbB14I2TQE08eeGNsFg\u003ds120-c-rp-mo-ba4-br100",["https://www.google.com/maps/contrib/100102680210893138980?hl\u003des"],"100102680210893138980",null,75,120,null,[1,6,1],43,["Local Guide · 75 reseñas",null,null,null,null,[null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ7LoGCAwoAA"]]]],null,"Hace 3 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["es"],[["Fui de casualidad, por que no resido en las Palmas, y fue un acierto.\nMuy buen trato, y muy profesionales.\nSi viviera aquí, sin duda ya tendría peluquería donde ir.",null,[0,165]]]],[null,1660407265000000,1660407265000000,"Hace 3 años",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjFlRXRUU0RSM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjFlRXRUU0RSM1JSQUIQAA%3D%3D"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjFlRXRUU0RSM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjFlRXRUU0RSM1JSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjFlRXRUU0RSM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjFlRXRUU0RSM1JSQUIQAA%3D%3D"],null,["es"],[["Muchísimas gracias por venir y por esta reseña Daniel, ha sido un auténtico placer conocerte. Le deseamos lo mejor.",null,[0,115]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUR1eEtTSDR3RRAB!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgIDuxKSH4wE%7CCgwItpXflwYQ0OGb2gE%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUR1eEtTSDR3RRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUR1eEtTSDR3RRItChZDSUhNMG9nS0VJQ0FnSUR1eEtTSEV3EhNDZ3dJdHBYZmx3WVEwT0diMmdFGi4KF0NJSE0wb2dLRUlDQWdJRHV4S1NIa3dFEhNDZ3dJdHBYZmx3WVEwT0diMmdFIhIJAAAAAAAAAAARcpyQuQGW-IUqE0Nnd0l0cFhmbHdZUTBPR2IyZ0U\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQoykIDSgB"],null,[null,[[1,0]]]],"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ0pMFCAsoAw"],null,"CAESY0NBRVFEaHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZURTltVVhOZlgxOWZSV2hCUkZseVpYRTFabUZoVEhGaVQwUTRXVUZCUVVGQlIyZHVPVFJqWTBObVYyZFJTakJaV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUQtcWRlbnV3RRAB",["0x0:0x85f89601b9909c72",null,1670074925618214,1670074925618214,[null,null,["https://www.google.com/maps/contrib/113242042703284797003/reviews?hl\u003des"],null,null,["Bohdan Savchenko","https://lh3.googleusercontent.com/a/ACg8ocKMY6jsAK6AHljiiEqOAUdSYKY2s4TMP52i5lTPY3oihaspZA\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/113242042703284797003?hl\u003des"],"113242042703284797003",null,4,0,null,[0,2,1],0,["4 reseñas",null,null,null,null,[null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ7LoGCA8oAA"]]]],null,"Hace 3 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["es"],[["La primera vez que vengo, soy de Barcelona. Me han tratado muy bien, el corte muy fino muy bien 👌🏽 ambiente muy amistoso y agradable, precio recomiendo!",null,[0,152]]]],[null,1671871695000000,1671871695000000,"Hace 3 años",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXRjV1JsYm5WM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXRjV1JsYm5WM1JSQUIQAA%3D%3D"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXRjV1JsYm5WM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXRjV1JsYm5WM1JSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXRjV1JsYm5WM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXRjV1JsYm5WM1JSQUIQAA%3D%3D"],null,["es"],[["Muchísimas gracias, un placer conocerte Bohdan. Esperamos verte la próxima vez que vengas👍🏽",null,[0,91]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUQtcWRlbnV3RRAB!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgID-qdenuwE%7CCgwIraStnAYQ8OTkpgI%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUQtcWRlbnV3RRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUQtcWRlbnV3RRItChZDSUhNMG9nS0VJQ0FnSUQtcWRlbmV3EhNDZ3dJcmFTdG5BWVE4T1RrcGdJGi4KF0NJSE0wb2dLRUlDQWdJRC1xZGVuLXdFEhNDZ3dJcmFTdG5BWVE4T1RrcGdJIhIJAAAAAAAAAAARcpyQuQGW-IUqE0Nnd0lyYVN0bkFZUThPVGtwZ0k\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQoykIECgB"],null,[null,[[1,1]]]],"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ0pMFCA4oBA"],null,"CAESY0NBRVFEeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZURkJRT0hSZlgxOWZSV2hCVjFSdldYTjBkbVpNTTAxalVtaEtPRUZCUVVGQlIyZHVPVFJxTkVObGVXWkhYMk13V1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSUN3MXE2dVFBEAE",["0x0:0x85f89601b9909c72",null,1506774042081000,1506774197572000,[null,null,["https://www.google.com/maps/contrib/111053632155531510445/reviews?hl\u003des"],null,null,["Daniel Medina Claesson","https://lh3.googleusercontent.com/a-/ALV-UjVY_M6TaxOAcMpL_omgXe_lOSifgWCguDNXzfNnD-Sx_L7wzdgt\u003ds120-c-rp-mo-ba5-br100",["https://www.google.com/maps/contrib/111053632155531510445?hl\u003des"],"111053632155531510445",null,301,97,null,[1,7,1],2,["Local Guide · 301 reseñas",null,null,null,null,[null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ7LoGCBIoAA"]]]],null,"Hace 8 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["es"],[["Probablemente el mejor barbero / peluquero de la ciudad. Exquisito en el trato con los clientes, minucioso y perfeccionista en sus trabajos. Recomendable 100% pedir cita previa dada la demanda.",null,[0,193]]]],[null,1658747014000000,1658747014000000,"Hace 3 años",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjNNWEUyZFZGQkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjNNWEUyZFZGQkVBRRAA"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjNNWEUyZFZGQkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjNNWEUyZFZGQkVBRRAA"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjNNWEUyZFZGQkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjNNWEUyZFZGQkVBRRAA"],null,["es"],[["Muchas gracias por su valoración. Un placer siempre atenderlo en nuestro salón",null,[0,78]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUN3MXE2dVFBEAE!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgICw1q6uQA%7CCgwItZm-zgUQgI7gkAI%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSUN3MXE2dVFBEAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSUN3MXE2dVFBEi4KF0NJSE0wb2dLRUlDQWdJQ3cxcTZ1d0FFEhNDZ3dJdFptLXpnVVFnSTdna0FJGi0KFkNJSE0wb2dLRUlDQWdJQ3cxcTZ1SUESE0Nnd0l0Wm0temdVUWdJN2drQUkiEgkAAAAAAAAAABFynJC5AZb4hSoTQ2d3SXRabS16Z1VRZ0k3Z2tBSQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQoykIEygB"],null,[null,[[1,1]]]],"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ0pMFCBEoBQ"],null,"CAESY0NBRVFFQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZURkZtTVROZlgxOWZSV2hDZG1GclQwVndWWFV0ZVhkdU5VRm5VVUZCUVVGQlIyZHVPVFIzUlVOdlV6RkRWM0p6V1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUR4MU0zd3h3RRAB",["0x0:0x85f89601b9909c72",null,1685721219973856,1718887834657426,[null,null,["https://www.google.com/maps/contrib/106051877565841817180/reviews?hl\u003des"],null,null,["Daniel PM","https://lh3.googleusercontent.com/a-/ALV-UjWFTN2_rXHSfIQybFWp_X-Trv5qYQZN3-qNy1KSyfHLDd63oTQ8GA\u003ds120-c-rp-mo-ba5-br100",["https://www.google.com/maps/contrib/106051877565841817180?hl\u003des"],"106051877565841817180",null,140,758,null,[1,7,1],51,["Local Guide · 140 reseñas",null,null,null,null,[null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ7LoGCBUoAA"]]]],null,"Fecha de edición: Hace un año",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,[[["BEAUTY_JOB_TYPES_EXP"],"¿Qué servicios recibiste?",null,[[[["job_type_id:beard_trimming"],"Recorte de barba",2,null,null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ3YcHCBcoAA"],[["job_type_id:razor_cut"],"Corte de pelo con navaja",2,null,null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ3YcHCBgoAQ"],[["job_type_id:head_shave"],"Afeitado de cabeza",2,null,null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ3YcHCBkoAg"],[["job_type_id:beard_maintenance"],"Mantenimiento de barba",2,null,null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ3YcHCBooAw"],[["job_type_id:straight_razor_shave"],"Afeitado con cuchilla",2,null,null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ3YcHCBsoBA"]],[1]],null,"Servicios",null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ3IcHCBYoAQ",null,null,null,null,null,3,null,2]],null,null,null,null,null,null,null,["es"],[["Profesionales de trato muy amable y cercano.\nSin duda alguna la mejor barbería de la zona.",null,[0,90]]]],[null,1720380451000000,1720380451000000,"Hace un año",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjRNVTB6ZDNoM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjRNVTB6ZDNoM1JSQUIQAA%3D%3D"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjRNVTB6ZDNoM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjRNVTB6ZDNoM1JSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjRNVTB6ZDNoM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjRNVTB6ZDNoM1JSQUIQAA%3D%3D"],null,["es"],[["Buenas tardes don Daniel muchísimas gracias por su reseña, que tenga un buen día.",null,[0,81]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUR4MU0zd3h3RRAB!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgIDx1M3wxwE%7CCgwImsvQswYQ0Iy-uQI%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUR4MU0zd3h3RRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUR4MU0zd3h3RRItChZDSUhNMG9nS0VJQ0FnSUR4MU0zd0p3EhNDZ3dJbXN2UXN3WVEwSXktdVFJGi4KF0NJSE0wb2dLRUlDQWdJRHgxTTN3cHdFEhNDZ3dJbXN2UXN3WVEwSXktdVFJIhIJAAAAAAAAAAARcpyQuQGW-IUqE0Nnd0ltc3ZRc3dZUTBJeS11UUk\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQoykIHCgC"],null,[null,[[1,0]]]],"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ0pMFCBQoBg"],null,"CAESY0NBRVFFUnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZURkZ5ZWpOZlgxOWZSV2hCTmtKdlFteE1VWGs1TFd0bldXSmFUVUZCUVVGQlIyZHVPVFI0TkVOaU9IQk9SemswV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSURKb05ITWtnRRAB",["0x0:0x85f89601b9909c72",null,1688847949718034,1746030164764656,[null,null,["https://www.google.com/maps/contrib/107814756435104128753/reviews?hl\u003des"],null,null,["JOSE 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Los Hermanos Fleitas Nunca Fallan.\nSiempre Obran El Milagro.\nBuenas Tertulias De Lo Divino y De Lo Humano.",null,[0,134]]]],[null,null,null,null,null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUktiMDVJVFd0blJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUktiMDVJVFd0blJSQUIQAA%3D%3D"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUktiMDVJVFd0blJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUktiMDVJVFd0blJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUktiMDVJVFd0blJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUktiMDVJVFd0blJSQUIQAA%3D%3D"]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSURKb05ITWtnRRAB!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgIDJoNHMkgE%7CCgwI1JzJwAYQgPPO7AI%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSURKb05ITWtnRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSURKb05ITWtnRRItChZDSUhNMG9nS0VJQ0FnSURKb05ITVVnEhNDZ3dJell5bnBRWVEwS2l4MWdJGi4KF0NJSE0wb2dLRUlDQWdJREpvTkhNMGdFEhNDZ3dJell5bnBRWVEwS2l4MWdJIhIJAAAAAAAAAAARcpyQuQGW-IUqE0Nnd0kxSnpKd0FZUWdQUE83QUk\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQoykIJCgC"],null,[null,[[1,0]]]],"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ0pMFCB0oBw"],null,"CAESY0NBRVFFaHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZURlJUU1VOZlgxOWZSV2hCYVMxWE1sZFdURmQxVWkwME5HOTRVVUZCUVVGQlIyZHVPVFZNVVVOaFdHZ3RRazlOV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnTURJOUpyY3J3RRAB",["0x0:0x85f89601b9909c72",null,1744044024391198,1744044024391198,[null,null,["https://www.google.com/maps/contrib/100668580502546347856/reviews?hl\u003des"],null,null,["Jaime Jesús García Mendoza","https://lh3.googleusercontent.com/a/ACg8ocKfbrNwkvK70P7LilupPXX4WZg04anE9FhfZOX5-8IEQPOigQ\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/100668580502546347856?hl\u003des"],"100668580502546347856",null,1,0,null,[0,2,1],2,["1 reseña",null,null,null,null,[null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ7LoGCCYoAA"]]]],null,"Hace 9 meses",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["es"],[["Increíble trato, excelente servicio y muy rapido",null,[0,48]]]],[null,1744045071000000,1744045071000000,"Hace 9 meses",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblRVUkpPVXB5WTNKM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblRVUkpPVXB5WTNKM1JSQUIQAA%3D%3D"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblRVUkpPVXB5WTNKM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblRVUkpPVXB5WTNKM1JSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblRVUkpPVXB5WTNKM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblRVUkpPVXB5WTNKM1JSQUIQAA%3D%3D"],null,["es"],[["Gracias por su reseña,a sido un placer atenderle y que le haiga agradado su servicio.",null,[0,85]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnTURJOUpyY3J3RRAB!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgMDI9JrcrwE%7CCgwI-P_PvwYQsOrEugE%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnTURJOUpyY3J3RRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnTURJOUpyY3J3RRItChZDSUhNMG9nS0VJQ0FnTURJOUpyY2J3EhNDZ3dJLVBfUHZ3WVFzT3JFdWdFGi4KF0NJSE0wb2dLRUlDQWdNREk5SnJjN3dFEhNDZ3dJLVBfUHZ3WVFzT3JFdWdFIhIJAAAAAAAAAAARcpyQuQGW-IUqE0Nnd0ktUF9QdndZUXNPckV1Z0U\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQoykIJygB"],null,[null,[[1,0]]]],"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ0pMFCCUoCA"],null,"CAESY0NBRVFFeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZURlZNY205ZlgxOWZSV2hFUjFKSFUycHpVMUpuUzBOcVRIWldiMEZCUVVGQlIyZHVPVFZWUlVOaFpUZG5TR0puV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSUN6akxieFFBEAE",["0x0:0x85f89601b9909c72",null,1717152327534551,1717152327534551,[null,null,["https://www.google.com/maps/contrib/105243824827726590529/reviews?hl\u003des"],null,null,["Juan Mora","https://lh3.googleusercontent.com/a/ACg8ocL67_E2Fbd5Pu-zKgmBNHG3MPPX3R7KfaBQdEoP4TgRioYpxg\u003ds120-c-rp-mo-ba2-br100",["https://www.google.com/maps/contrib/105243824827726590529?hl\u003des"],"105243824827726590529",null,15,4,null,[1,4,1],2,["Local Guide · 15 reseñas",null,null,null,null,[null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ7LoGCCkoAA"]]]],null,"Hace un año",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["es"],[["El mejor sitio de Gran Canaria para pelarse sin duda, grandes profesionales.",null,[0,76]]]],[null,null,null,null,null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjZha3hpZUZGQkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjZha3hpZUZGQkVBRRAA"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjZha3hpZUZGQkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjZha3hpZUZGQkVBRRAA"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjZha3hpZUZGQkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjZha3hpZUZGQkVBRRAA"]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUN6akxieFFBEAE!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgICzjLbxQA%7CCgwIx9TmsgYQ2LPy_gE%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSUN6akxieFFBEAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSUN6akxieFFBEi4KF0NJSE0wb2dLRUlDQWdJQ3pqTGJ4d0FFEhNDZ3dJeDlUbXNnWVEyTFB5X2dFGi0KFkNJSE0wb2dLRUlDQWdJQ3pqTGJ4SUESE0Nnd0l4OVRtc2dZUTJMUHlfZ0UiEgkAAAAAAAAAABFynJC5AZb4hSoTQ2d3SXg5VG1zZ1lRMkxQeV9nRQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQoykIKigB"],null,[null,[[1,0]]]],"0ahUKEwjc_u2BsJ2SAxV1RoQGHVpWAiQQ0pMFCCgoCQ"],null,"CAESY0NBRVFGQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZURlZwVTBGZlgxOWZSV2hEZUhnMlNGaE5iMHROTURWRWRXeE9PRUZCUVVGQlIyZHVPVFZZWjBOalJFY3RNa3BGV1VGRFNVRQ\u003d\u003d"]]] 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surface of the bathrooms was indeed really really wet. Nice and clean, just the wettest bathroom I’ve ever seen in a public place.",null,[0,171]],["Sí, la otra reseña tenía razón. Todas las superficies de los baños estaban realmente mojadas. Bonito y limpio, simplemente el baño más húmedo que he visto en un lugar público.",null,[0,175]]]],[null,1757879284000000,1757879284000000,"Hace 4 meses",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnc1TldOV2NIWk1Wa0Y0VFRJNWQyRlVaRkJZTTA0MVpGVnNSMXBZWXhBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnc1TldOV2NIWk1Wa0Y0VFRJNWQyRlVaRkJZTTA0MVpGVnNSMXBZWXhBQhAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnc1TldOV2NIWk1Wa0Y0VFRJNWQyRlVaRkJZTTA0MVpGVnNSMXBZWXhBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnc1TldOV2NIWk1Wa0Y0VFRJNWQyRlVaRkJZTTA0MVpGVnNSMXBZWXhBQhAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnc1TldOV2NIWk1Wa0Y0VFRJNWQyRlVaRkJZTTA0MVpGVnNSMXBZWXhBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnc1TldOV2NIWk1Wa0Y0VFRJNWQyRlVaRkJZTTA0MVpGVnNSMXBZWXhBQhAA"],null,["en","es","inglés","español",1],[["Dear Ciarán Meers,\n\nThanks for your detailed and humorous review! We’re glad you found everything clean - even if a little too refreshed in the bathroom area. We’ll definitely look into how we can keep things just as clean, but a bit drier. We appreciate your visit and hope to see you and your group back at Soho soon!\n\nBest regards,\nSoho Club Team\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius #TheQueerClub",null,[0,97]],["Estimado Ciarán Meers:\n\n¡Gracias por tu reseña tan detallada y divertida! Nos alegra que hayas encontrado todo limpio, aunque el baño estaba un poco demasiado fresco. Definitivamente, buscaremos la manera de mantenerlo igual de limpio, pero un poco más seco. Agradecemos tu visita y esperamos verte pronto de vuelta en Soho.\n\nAtentamente,\nEquipo del Soho Club\nSvitrigailos 7, Vilna\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilna #TheQueerClub",null,[0,94]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2w5NWNWcHZMVkF4TTI5d2FUZFBYM041ZFVsR1pYYxAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CAIQACodChtycF9oOl95cVpvLVAxM29waTdPX3N5dUlGZXc%7C0ch02j2APvv%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dCi9DQUlRQUNvZENodHljRjlvT2w5NWNWcHZMVkF4TTI5d2FUZFBYM041ZFVsR1pYYxAB\u0026t\u003d1\u0026entityid\u003dCi9DQUlRQUNvZENodHljRjlvT2w5NWNWcHZMVkF4TTI5d2FUZFBYM041ZFVsR1pYYxJbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnc1TldOV2NIWk1Wa0Y0VFRJNWQyRlVaRkJZTTA0MVpGVnNSMXBZWXdvR2NtVjJhV1YzEgswY2gwMmoyQVB2dhpbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnc1TldOV2NIWk1Wa0Y0VFRJNWQyRlVaRkJZTTA0MVpGVnNSMXBZWXdvR2NtRjBhVzVuEgswY2gwMmoyQVB2diISCQAAAAAAAAAAEbStJyUjekyGKgswY2gwMmoyQVB2dg\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQoykICCgD"],null,[null,[[1,0]]]],"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ0pMFCAIoAA"],null,"CAESY0NBRVFGUnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVU5ZVkRWZlgxOWZSV2hEUlUwNWVYSjNUeTFUVUZZM1pEZFFVVUZCUVVGQlIyZHVPVEpoWjBOYWQwTmtNbXBKV1VGRFNVRQ\u003d\u003d"],[["Ci9DQUlRQUNvZENodHljRjlvT2xwUll6UXhjMFpMTUZCNVZWUlFRWE10TW14RGFsRRAB",["0x0:0x864c7a232527adb4",null,1749289920304701,1749289920304701,[null,null,["https://www.google.com/maps/contrib/108748514488610817565/reviews?hl\u003des"],null,null,["fetlock flowers","https://lh3.googleusercontent.com/a-/ALV-UjXpKXrpQBf3CUgTz3-3OnkQqOtwyv-TT5cv-S2e4MXN3PFv9wE\u003ds120-c-rp-mo-ba2-br100",["https://www.google.com/maps/contrib/108748514488610817565?hl\u003des"],"108748514488610817565",null,13,11,null,[1,4,1],0,["Local Guide · 13 reseñas",null,null,null,null,[null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ7LoGCAooAA"]]]],null,"Hace 7 meses",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[4],null,null,null,null,null,[[["GUIDED_DINING_PRICE_RANGE"],"¿Cuánto dinero gastaste por persona?",[[[["E:EUR_20_TO_25"],"20-25 €",2,null,"De 20 € a 25 €","0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3YcHCAwoAA"]],1],null,null,"Precio por persona",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCAsoAQ",null,null,null,null,null,1,[[2]],2],[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCA0oAg",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCA4oAw",null,null,null,[3],null,2,null,1]],null,null,null,null,null,null,null,["en","es","inglés","español",1],[["Was hard to see the performers and the drinks and tickets were expensive.\nThe bathroom was also just wet like someone had just covered every surface in water? Seems strange, I've seen swimming pool bathrooms less wet.\n\nBut on the other hand the drinks were STRONG and what I could see of the performance was amazing. And the bathrooms were clean... Just wet\n\nThe staff was very nice and they were well equipped for anything. Changed my phone while watching the performance, had a good time.",null,[0,217]],["Era difícil ver a los artistas y las bebidas y las entradas eran caras.\nEl baño también estaba simplemente mojado, como si alguien hubiera cubierto toda la superficie con agua. Parece extraño, he visto baños de piscinas menos mojados.\n\nPero, por otro lado, las bebidas estaban MUY FUERTES y lo que pude ver de la actuación fue increíble. Y los baños estaban limpios... solo mojados.\n\nEl personal fue muy amable y estaban bien equipados para cualquier cosa. Cambié de teléfono mientras veía la actuación y lo pasé bien.",null,[0,225]]]],[null,1749475058000000,1749475058000000,"Hace 7 meses",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnh3VWxsNlVYaGpNRnBNVFVaQ05WWldVbEZSV0UxMFRXMTRSR0ZzUlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnh3VWxsNlVYaGpNRnBNVFVaQ05WWldVbEZSV0UxMFRXMTRSR0ZzUlJBQhAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnh3VWxsNlVYaGpNRnBNVFVaQ05WWldVbEZSV0UxMFRXMTRSR0ZzUlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnh3VWxsNlVYaGpNRnBNVFVaQ05WWldVbEZSV0UxMFRXMTRSR0ZzUlJBQhAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnh3VWxsNlVYaGpNRnBNVFVaQ05WWldVbEZSV0UxMFRXMTRSR0ZzUlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnh3VWxsNlVYaGpNRnBNVFVaQ05WWldVbEZSV0UxMFRXMTRSR0ZzUlJBQhAA"],null,["en","es","inglés","español",1],[["Dear fetlock flowers,\n\nThank you for the honest and detailed review - and for the 4 stars!\n\nJust to clarify for anyone reading: you visited during the Balaganza drag show, a 1.5-hour special event. Tickets for these shows are set by the organizers and typically range from €15-19. Soho is the hosting venue, so we open early (around 20:00) for the show and return to regular club entry (€6) after midnight. This way, guests can choose what experience fits them best.\n\nWhen it comes to drink prices - we suggest checking out our full bar menu at sohoclub.lt/bar-menu. With over 170 different beverages and a wide range of cocktails, the selection is broad enough for everyone to find something that fits their taste and budget.\n\nRegarding the bathrooms: yes, that night we faced a humidity issue. It was raining heavily in Vilnius, and combined with the club being in a basement and haze machines in use, moisture built up more than usual. Our team worked hard to keep it clean, and we’re glad you noticed that.\n\nThanks again for your thoughtful feedback - we appreciate it and hope to welcome you back soon!\n#TheQueerClub #SohoVilnius",null,[0,90]],["Querida Fetlock Flowers:\n\nGracias por la reseña honesta y detallada, ¡y por las 4 estrellas!\n\nPara aclarar: viniste durante el espectáculo drag de Balaganza, un evento especial de una hora y media. Las entradas para estos espectáculos las fijan los organizadores y suelen costar entre 15 y 19 €. Soho es el local, así que abrimos temprano (sobre las 20:00) para el espectáculo y volvemos a la entrada normal (6 €) después de medianoche. Así, los clientes pueden elegir la experiencia que mejor se adapte a sus gustos.\n\nEn cuanto a los precios de las bebidas, te sugerimos consultar nuestra carta completa de bar en sohoclub.lt/bar-menu. Con más de 170 bebidas diferentes y una amplia gama de cócteles, la selección es lo suficientemente amplia como para que todos encuentren algo que se ajuste a sus gustos y presupuestos.\n\nEn cuanto a los baños: sí, esa noche tuvimos un problema de humedad. Llovía mucho en Vilna, y como el club estaba en un sótano y había máquinas de humo en funcionamiento, se acumuló más humedad de lo habitual. Nuestro equipo trabajó duro para mantenerlo limpio y nos alegra que lo hayas notado.\n\nGracias de nuevo por tus valiosos comentarios. ¡Los apreciamos y esperamos darte la bienvenida pronto!\n#TheQueerClub #SohoVilnius",null,[0,92]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2xwUll6UXhjMFpMTUZCNVZWUlFRWE10TW14RGFsRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CAIQACodChtycF9oOlpRYzQxc0ZLMFB5VVRQQXMtMmxDalE%7C0cG-j-H9Kyf%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dCi9DQUlRQUNvZENodHljRjlvT2xwUll6UXhjMFpMTUZCNVZWUlFRWE10TW14RGFsRRAB\u0026t\u003d1\u0026entityid\u003dCi9DQUlRQUNvZENodHljRjlvT2xwUll6UXhjMFpMTUZCNVZWUlFRWE10TW14RGFsRRJbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnh3VWxsNlVYaGpNRnBNVFVaQ05WWldVbEZSV0UxMFRXMTRSR0ZzUlFvR2NtVjJhV1YzEgswY0ctai1IOUt5ZhpbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnh3VWxsNlVYaGpNRnBNVFVaQ05WWldVbEZSV0UxMFRXMTRSR0ZzUlFvR2NtRjBhVzVuEgswY0ctai1IOUt5ZiISCQAAAAAAAAAAEbStJyUjekyGKgswY0ctai1IOUt5Zg\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQoykIDygE"],null,[null,[[1,0]]]],"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ0pMFCAkoAQ"],null,"CAESY0NBRVFGaHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVU4xZG5CZlgxOWZSV2hFTkRaT1IxcE1Vek0xVUZSa1RtNWxSVUZCUVVGQlIyZHVPVEpqVVVOaFRGbDVSMDA0V1VGRFNVRQ\u003d\u003d"],[["Ci9DQUlRQUNvZENodHljRjlvT25CR2NFbzNYMUZ5TldKSU5XRXdjRWxXV25wRmNWRRAB",["0x0:0x864c7a232527adb4",null,1760741944407465,1760741944407465,[null,null,["https://www.google.com/maps/contrib/106938172635670319220/reviews?hl\u003des"],null,null,["מעוז פטל","https://lh3.googleusercontent.com/a/ACg8ocLx_gWQ8graNdjrzbZ-0ks1o7q0j7zn3XB9g3VDz_i9CUQr2A\u003ds120-c-rp-mo-ba3-br100",["https://www.google.com/maps/contrib/106938172635670319220?hl\u003des"],"106938172635670319220",null,24,10,null,[1,5,1],2,["Local Guide · 24 reseñas",null,null,null,null,[null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ7LoGCBEoAA"]]]],null,"Hace 3 meses",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,[[["GUIDED_DINING_PRICE_RANGE"],"¿Cuánto dinero gastaste por persona?",[[[["E:EUR_5_TO_10"],"5-10 €",2,null,"De 5 € a 10 €","0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3YcHCBMoAA"]],1],null,null,"Precio por persona",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCBIoAQ",null,null,null,null,null,1,[[2]],2],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCBQoAg",null,null,null,[5],null,2,null,1]],null,null,null,null,null,null,null,["iw","es","hebreo","español",1],[["מועדון מאד יפה אבל דיי ריק בשישי בערב.מעורב עם נשים.\nנאלצנו לחתוך מוקדם.אולי בפעם אחרת.",null,[0,87]],["Un club muy agradable, pero bastante vacío un viernes por la noche. Estaba lleno de mujeres. Tuvimos que irnos temprano. Quizás en otra ocasión.",null,[0,144]]]],[null,1760749933000000,1760749933000000,"Hace 2 meses",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVDUjJORmJ6TllNVVo1VGxkS1NVNVhSWGRqUld4WFYyNXdSbU5XUlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVDUjJORmJ6TllNVVo1VGxkS1NVNVhSWGRqUld4WFYyNXdSbU5XUlJBQhAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVDUjJORmJ6TllNVVo1VGxkS1NVNVhSWGRqUld4WFYyNXdSbU5XUlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVDUjJORmJ6TllNVVo1VGxkS1NVNVhSWGRqUld4WFYyNXdSbU5XUlJBQhAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVDUjJORmJ6TllNVVo1VGxkS1NVNVhSWGRqUld4WFYyNXdSbU5XUlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVDUjJORmJ6TllNVVo1VGxkS1NVNVhSWGRqUld4WFYyNXdSbU5XUlJBQhAA"],null,["en","es","inglés","español",1],[["Thank you for the great rating! We’re happy you stopped by and hope next time you’ll stay a little longer - the night truly comes alive after midnight at Soho. That’s when the dance floor fills up and the real energy begins. See you again soon! 🎉\n\nBest regards,\nSoho Club Team\n\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius #TheQueerClub",null,[0,238]],["¡Gracias por la excelente calificación! Nos alegra que hayas pasado por aquí y esperamos que la próxima vez te quedes un poco más. La noche realmente cobra vida después de la medianoche en Soho. Es entonces cuando la pista de baile se llena y comienza la verdadera energía. ¡Nos vemos pronto! 🎉\n\nSaludos cordiales,\nEquipo del Soho Club\n\nSvitrigailos 7, Vilna\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilna #TheQueerClub",null,[0,240]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT25CR2NFbzNYMUZ5TldKSU5XRXdjRWxXV25wRmNWRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CAIQACodChtycF9oOnBGcEo3X1FyNWJINWEwcElWWnpFcVE%7C0cwgcsNHLx9%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dCi9DQUlRQUNvZENodHljRjlvT25CR2NFbzNYMUZ5TldKSU5XRXdjRWxXV25wRmNWRRAB\u0026t\u003d1\u0026entityid\u003dCi9DQUlRQUNvZENodHljRjlvT25CR2NFbzNYMUZ5TldKSU5XRXdjRWxXV25wRmNWRRJbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVDUjJORmJ6TllNVVo1VGxkS1NVNVhSWGRqUld4WFYyNXdSbU5XUlFvR2NtVjJhV1YzEgswY3dnY3NOSEx4ORpbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVDUjJORmJ6TllNVVo1VGxkS1NVNVhSWGRqUld4WFYyNXdSbU5XUlFvR2NtRjBhVzVuEgswY3dnY3NOSEx4OSISCQAAAAAAAAAAEbStJyUjekyGKgswY3dnY3NOSEx4OQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQoykIFSgD"],null,[null,[[1,0]]]],"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ0pMFCBAoAg"],null,"CAESY0NBRVFGeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVU13UkROZlgxOWZSV2hDV2t4SFZHVk5TSEpxZURJd05HRjBRVUZCUVVGQlIyZHVPVEpqYzBOYVozVmhSVFpuV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSUNQbnFHcFNREAE",["0x0:0x864c7a232527adb4",null,1732469990488002,1732469990488002,[null,null,["https://www.google.com/maps/contrib/104276185257819786059/reviews?hl\u003des"],null,null,["Aleksandr Panzin","https://lh3.googleusercontent.com/a-/ALV-UjWi65btP2SqLoKnUHisljt-_RJ0LhZm_3Sizj4PQEdDTdGLhCcMog\u003ds120-c-rp-mo-ba4-br100",["https://www.google.com/maps/contrib/104276185257819786059?hl\u003des"],"104276185257819786059",null,100,48,null,[1,6,1],44,["Local Guide · 100 reseñas",null,null,null,null,[null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ7LoGCBcoAA"]]]],null,"Hace un año",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[2],null,null,null,null,null,[[["GUIDED_DINING_FOOD_ASPECT"],"Comida",null,null,null,"Comida",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCBgoAQ",null,null,null,[3],null,2,null,1],[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCBkoAg",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCBooAw",null,null,null,[1],null,2,null,1]],null,null,null,null,null,null,null,["en","es","inglés","español",1],[["This is The Gay Club in Lithuania. Pretty good crowd, interesting venue and good drinks.\n\nTheir events are amazing and plentiful. 100% recommend to visit for a drag show or a live event.\n\nThe reason for two stars is the fact that the dance DJs they book are pretty poor.\nThat fact ruins the atmosphere.\n\nLast time I danced to a good DJ set there was in 2015 😞",null,[0,88]],["Este es el Club Gay de Lituania. Mucha gente, un local interesante y buenas bebidas.\n\nSus eventos son increíbles y abundantes. Recomiendo totalmente ir para ver un espectáculo drag o un evento en vivo.\n\nLa razón de las dos estrellas es que los DJs que contratan son bastante malos. Eso arruina el ambiente.\n\nLa última vez que bailé con una buena sesión de DJ fue en 2015 😞",null,[0,84]]]],[null,1734707359000000,1734707359000000,"Hace un año",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlFibkZIY0ZOUkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlFibkZIY0ZOUkVBRRAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlFibkZIY0ZOUkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlFibkZIY0ZOUkVBRRAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlFibkZIY0ZOUkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlFibkZIY0ZOUkVBRRAA"],null,["en","es","inglés","español",1],[["Dear Aleksandr Panzin,\n\nThank you for sharing your feedback and for highlighting the positive aspects of our club, including the events and overall atmosphere. We truly appreciate your kind words about our drag shows and live events—they’re a big part of what makes Soho special.\n\nRegarding your comment about the DJs, we value your input and want to mention that we work with a variety of DJs who bring different styles to the dance floor. We encourage you to explore our diverse lineups and give them all a try—we’re confident there’s something for everyone.\n\nWe hope to see you back soon, and thank you again for helping us improve!\n\nBest regards,\nSoho Club Team\n\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius #GoodEmotions #UnforgettableVibes #FeelTheEnergy",null,[0,104]],["Estimado Aleksandr Panzin:\n\nGracias por compartir tu opinión y destacar los aspectos positivos de nuestro club, incluyendo los eventos y el ambiente en general. Agradecemos mucho tus amables palabras sobre nuestros espectáculos drag y eventos en vivo; son una parte importante de lo que hace especial a Soho.\n\nEn cuanto a tu comentario sobre los DJs, valoramos tu aportación y queremos mencionar que trabajamos con una variedad de DJs que aportan diferentes estilos a la pista de baile. Te animamos a explorar nuestra variada programación y a probarlos todos; estamos seguros de que hay algo para todos los gustos.\n\nEsperamos verte pronto de nuevo y gracias de nuevo por ayudarnos a mejorar.\n\nAtentamente,\nEquipo de Soho Club\n\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius #GoodEmotions #UnforgettableVibes #FeelTheEnergy",null,[0,105]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUNQbnFHcFNREAE!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgICPnqGpSQ%7CCgwI5smNugYQ0KPZ6AE%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSUNQbnFHcFNREAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSUNQbnFHcFNREi4KF0NJSE0wb2dLRUlDQWdJQ1BucUdweVFFEhNDZ3dJNXNtTnVnWVEwS1BaNkFFGi0KFkNJSE0wb2dLRUlDQWdJQ1BucUdwS1ESE0Nnd0k1c21OdWdZUTBLUFo2QUUiEgkAAAAAAAAAABG0rSclI3pMhioTQ2d3STVzbU51Z1lRMEtQWjZBRQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQoykIGygE"],null,[null,[[1,0]]]],"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ0pMFCBYoAw"],null,"CAESY0NBRVFHQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVVZJZUd4ZlgxOWZSV2hCU1UxeU9FZzFTbFpITUhOS1ZtZFVSVUZCUVVGQlIyZHVPVEpxUlVOaVMwTTVNalpqV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VLanEzNGlreEtDZERBEAE",["0x0:0x864c7a232527adb4",null,1748243945566110,1748243945566110,[null,null,["https://www.google.com/maps/contrib/103287930996210340723/reviews?hl\u003des"],null,null,["Daria Zaikina","https://lh3.googleusercontent.com/a-/ALV-UjUr1tQciTzuCOMCfDhi3Qtf783ld2oupdARWD6ODyrkDmYb1gI\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/103287930996210340723?hl\u003des"],"103287930996210340723",null,7,5,null,[0,3,1],0,["7 reseñas",null,null,null,null,[null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ7LoGCB0oAA"]]]],null,"Hace 7 meses",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[2],null,null,null,null,null,[[["GUIDED_DINING_PRICE_RANGE"],"¿Cuánto dinero gastaste por persona?",[[[["E:EUR_10_TO_15"],"10-15 €",2,null,"De 10 € a 15 €","0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3YcHCB8oAA"]],1],null,null,"Precio por persona",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCB4oAQ",null,null,null,null,null,1,[[2]],2],[["GUIDED_DINING_FOOD_ASPECT"],"Comida",null,null,null,"Comida",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCCAoAg",null,null,null,[1],null,2,null,1],[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCCEoAw",null,null,null,[1],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCCIoBA",null,null,null,[4],null,2,null,1],[["GUIDED_DINING_GROUP_SIZE"],"¿Para grupos de qué tamaño es más adecuado este sitio?",null,[[[["E:DINING_GROUP_SIZE_THREE_TO_FOUR"],"3-4 personas",2,null,null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3YcHCCQoAA"]]],null,"Tamaño del grupo",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCCMoBQ",null,null,null,null,null,3,null,2]],null,null,null,null,null,null,null,["en","es","inglés","español",1],[["The bartender woman is just terrible. I received my cocktail in a dirty glass with liquid running away because she was lazy shaked just using the glass. She didn’t measure the proportion, and I had a feeling that she dropped only leftovers cause bottles were literally empty. 85% of glass was ice. That was too much. And finally she took with bare hands orange slices and put into my cocktail (with hands that were keeping money, cards, who knows what else) I was literally shocked and about to throw up. That’s disgusting and unacceptable. No respect to clients. Avoid her, awful experience. Though place is rather cozy",null,[0,239]],["La camarera es terrible. Recibí mi cóctel en un vaso sucio, con el líquido derramándose porque, por pereza, solo lo agitó usando el vaso. No midió la proporción, y me dio la sensación de que solo había dejado caer lo que sobraba, ya que las botellas estaban prácticamente vacías. El 85% del vaso era hielo. Era demasiado. Y finalmente, tomó con las manos desnudas rodajas de naranja y las puso en mi cóctel (con las manos que guardaban dinero, tarjetas, quién sabe qué más). Me quedé en shock y a punto de vomitar. Eso es repugnante e inaceptable. Una falta de respeto a los clientes. Evítenla, fue una experiencia horrible. Aunque el lugar es bastante acogedor.",null,[0,240]]]],[null,1748422866000000,1748422866000000,"Hace 7 meses",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZMYW5Fek5HbHJlRXREWkVSQkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZMYW5Fek5HbHJlRXREWkVSQkVBRRAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZMYW5Fek5HbHJlRXREWkVSQkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZMYW5Fek5HbHJlRXREWkVSQkVBRRAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZMYW5Fek5HbHJlRXREWkVSQkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZMYW5Fek5HbHJlRXREWkVSQkVBRRAA"],null,["en","es","inglés","español",1],[["Dear Daria Zaikina,\n\nThank you for giving the club a 4 out of 5 for atmosphere. However, we’re truly surprised and disappointed that your overall Google rating dropped to 2 stars based solely on your cocktail experience. We take all feedback seriously and always strive to improve, so we’ve reviewed the situation carefully using our CCTV footage to understand exactly what happened.\n\nYou attended the Farewell Erasmus Student Karaoke Party on Saturday (thank you!), and we hope your time studying in Lithuania was a positive one overall. From the footage, it’s clear that you ordered a Piña Colada about an hour after arriving. The bartender measured the white rum in front of you, and the cocktail was prepared in a transparent glass - making the amount of ice clearly visible. The level of ice was standard and typical for this cocktail.\n\nWhile the remaining ingredients - heavy cream, coconut purée, and pineapple juice - weren’t measured with a jigger, this is common practice for experienced bartenders and does not impact drink quality. Shaking the cocktail directly in the glass is also an accepted method in many venues, depending on the drink type and equipment used.\n\nRegarding the orange slice - yes, the bartender did place it by hand, and we fully accept that this is not an acceptable practice. Even though the footage confirms her hands were freshly washed right before serving, that does not change the fact that garnishes should always be handled using tools. We will speak with our staff and make it clear that this must be avoided in the future, no exceptions.\n\nWhat we truly don’t understand is why, if you found the drink so “disgusting and unacceptable,” you still accepted, paid for, and drank it - only to post a negative review two days later, without speaking to anyone at the venue. We are always ready to resolve any issues on the spot, and your concerns could have been addressed immediately with a manager.\n\nSoho Club has been open for over 18 years, and throughout that time, we’ve always focused on creating a respectful and welcoming space where communication matters. That’s why it’s unfortunate you didn’t give us a chance to address your concerns directly at the time - especially when part of your review doesn’t reflect what actually happened.\n\nMistakes can happen - we’re human - but they can also be resolved. All it takes is a bit of direct communication.\n\nBest regards,\nSoho Club Team\n\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius #GoodEmotions #UnforgettableVibes #FeelTheEnergy",null,[0,100]],["Estimada Daria Zaikina:\n\nGracias por darle al club un 4 de 5 por el ambiente. Sin embargo, nos sorprende y decepciona mucho que su calificación general en Google haya bajado a 2 estrellas basándose únicamente en su experiencia con el cóctel. Nos tomamos muy en serio todos los comentarios y siempre nos esforzamos por mejorar, por lo que hemos revisado la situación cuidadosamente utilizando las imágenes de nuestras cámaras de seguridad para comprender exactamente qué sucedió.\n\nAsistió a la fiesta de karaoke de despedida de estudiantes Erasmus el sábado (¡gracias!) y esperamos que su tiempo estudiando en Lituania haya sido positivo en general. En las imágenes, se ve claramente que pidió una piña colada aproximadamente una hora después de llegar. El camarero midió el ron blanco frente a usted y el cóctel se preparó en un vaso transparente, lo que permitía ver claramente la cantidad de hielo. La cantidad de hielo era la habitual para este cóctel.\n\nSi bien los ingredientes restantes (nata para montar, puré de coco y zumo de piña) no se midieron con un jigger, es una práctica habitual entre los camareros con experiencia y no afecta la calidad de la bebida. Agitar el cóctel directamente en el vaso también es un método aceptado en muchos locales, dependiendo del tipo de bebida y el equipo utilizado.\n\nEn cuanto a la rodaja de naranja, sí, la camarera la colocó a mano, y aceptamos plenamente que no es una práctica aceptable. Aunque las imágenes confirman que se lavó las manos justo antes de servir, eso no cambia el hecho de que las guarniciones siempre deben manipularse con herramientas. Hablaremos con nuestro personal y les dejaremos claro que esto debe evitarse en el futuro, sin excepciones.\n\nLo que realmente no entendemos es por qué, si la bebida le pareció tan \"repugnante e inaceptable\", la aceptó, la pagó y la bebió, solo para publicar una reseña negativa dos días después, sin hablar con nadie del local. Siempre estamos dispuestos a resolver cualquier problema al instante, y sus inquietudes podrían haberse abordado de inmediato con un gerente.\n\nSoho Club lleva más de 18 años abierto y, durante todo este tiempo, siempre nos hemos centrado en crear un espacio respetuoso y acogedor donde la comunicación es fundamental. Por eso, lamentamos que no nos diera la oportunidad de abordar sus inquietudes directamente en su momento, especialmente cuando parte de su reseña no refleja lo que realmente sucedió.\n\nLos errores pueden ocurrir, somos humanos, pero también se pueden resolver. Solo se necesita un poco de comunicación directa.\n\nAtentamente,\nEquipo del Soho Club\n\nSvitrigailos 7, Vilna\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilna #GoodEmotions #UnforgettableVibes #FeelTheEnergy",null,[0,104]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VLanEzNGlreEtDZERBEAE!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEKjq34ikxKCdDA%7CCgwI6avQwQYQsM74jQI%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VLanEzNGlreEtDZERBEAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VLanEzNGlreEtDZERBEi4KF0NJSE0wb2dLRUlIb3F1ekJ0T3ZleGdFEhNDZ3dJNmF2UXdRWVFzTTc0alFJGi0KFkNJSE0wb2dLRU51Uy0tYWxxWUcyTEESE0Nnd0k2YXZRd1FZUXNNNzRqUUkiEgkAAAAAAAAAABG0rSclI3pMhioTQ2d3STZhdlF3UVlRc003NGpRSQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQoykIJSgG"],null,[null,[[1,0]]]],"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ0pMFCBwoBA"],null,"CAESY0NBRVFHUnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVVZLT0doZlgxOWZSV2hFWkcwdE56ZzVNVGRRTmxBNE1sVnNSVUZCUVVGQlIyZHVPVEpxVVVOaFVGTkxXalpGV1VGRFNVRQ\u003d\u003d"],[["Ci9DQUlRQUNvZENodHljRjlvT2tzMWNGWldhbHB2UTNSdGJETTFjMWQxZG1GeE1XYxAB",["0x0:0x864c7a232527adb4",null,1762030562266430,1762030562266430,[null,null,["https://www.google.com/maps/contrib/113252406823459567141/reviews?hl\u003des"],null,null,["Batonas Tvirtas","https://lh3.googleusercontent.com/a-/ALV-UjVlszoJtR115nTmN7cLZu3yPb5rzZBG4hGfqp0CDb05Ex8uZHE\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/113252406823459567141?hl\u003des"],"113252406823459567141",null,13,0,null,[0,3,1],2,["13 reseñas",null,null,null,null,[null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ7LoGCCcoAA"]]]],null,"Hace 2 meses",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,[[["GUIDED_DINING_PRICE_RANGE"],"¿Cuánto dinero gastaste por persona?",[[[["E:EUR_15_TO_20"],"15-20 €",2,null,"De 15 € a 20 €","0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3YcHCCkoAA"]],1],null,null,"Precio por persona",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCCgoAQ",null,null,null,null,null,1,[[2]],2],[["GUIDED_DINING_FOOD_ASPECT"],"Comida",null,null,null,"Comida",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCCooAg",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCCsoAw",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCCwoBA",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_NOISE_LEVEL"],"¿Cómo describirías el nivel de ruido?",[[[["E:DINING_NOISE_LEVEL_LOUD"],"Alto, pero se puede conversar fácilmente",2,null,null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3YcHCC4oAA"]],1],null,null,"Nivel de ruido",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCC0oBQ",null,null,null,null,null,3,null,2],[["GUIDED_DINING_GROUP_SIZE"],"¿Para grupos de qué tamaño es más adecuado este sitio?",null,[[[["E:DINING_GROUP_SIZE_SUITABLE_FOR_ALL"],"Para grupos de todos los tamaños",2,null,null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3YcHCDAoAA"]]],null,"Tamaño del grupo",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCC8oBg",null,null,null,null,null,3,null,2],[["GUIDED_DINING_WAIT_TIME"],"¿Cuánto tiempo has esperado para conseguir una mesa?",[[[["E:DINING_WAIT_TIME_UP_TO_10_MIN"],"Menos de 10 min",2,null,null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3YcHCDIoAA"]],1],null,null,"Tiempo de espera",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCDEoBw",null,null,null,null,null,3,null,2]],null,null,null,null,null,null,null,["en","es","inglés","español",1],[["The one place you can dance at and not care about what anyone’s thinking because EVERYONE is welcome?? I loved this place.",null,[0,122]],["¿El único lugar donde puedes bailar sin preocuparte por lo que piensen los demás porque TODO EL MUNDO es bienvenido? Me encantó este lugar.",null,[0,139]]]],[null,1762077247000000,1762077247000000,"Hace 2 meses",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnR6TVdOR1dsZGhiSEIyVVROU2RHSkVUVEZqTVdReFpHMUdlRTFYWXhBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnR6TVdOR1dsZGhiSEIyVVROU2RHSkVUVEZqTVdReFpHMUdlRTFYWXhBQhAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnR6TVdOR1dsZGhiSEIyVVROU2RHSkVUVEZqTVdReFpHMUdlRTFYWXhBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnR6TVdOR1dsZGhiSEIyVVROU2RHSkVUVEZqTVdReFpHMUdlRTFYWXhBQhAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnR6TVdOR1dsZGhiSEIyVVROU2RHSkVUVEZqTVdReFpHMUdlRTFYWXhBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnR6TVdOR1dsZGhiSEIyVVROU2RHSkVUVEZqTVdReFpHMUdlRTFYWXhBQhAA"],null,["en","es","inglés","español",1],[["Thank you for your kind words and 5-star rating. We’re truly glad that you felt free and welcome at Soho Club – that atmosphere is exactly what we aim to create every night. Your feedback perfectly reflects the spirit of our space, and we look forward to seeing you again soon.\n\nBest regards,\nSoho Club Team\nSvitrigailos 7, Vilnius",null,[0,238]],["Gracias por sus amables palabras y su calificación de 5 estrellas. Nos alegra mucho que se sintiera a gusto y bienvenido en Soho Club; ese ambiente es precisamente el que buscamos crear cada noche. Sus comentarios reflejan a la perfección el espíritu de nuestro espacio y esperamos verle pronto.\n\nSaludos cordiales,\n\nEquipo de Soho Club\n\nSvitrigailos 7, Vilnius",null,[0,238]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2tzMWNGWldhbHB2UTNSdGJETTFjMWQxZG1GeE1XYxAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CAIQACodChtycF9oOks1cFZWalpvQ3RtbDM1c1d1dmFxMWc%7C0d0bEXEsLU2%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dCi9DQUlRQUNvZENodHljRjlvT2tzMWNGWldhbHB2UTNSdGJETTFjMWQxZG1GeE1XYxAB\u0026t\u003d1\u0026entityid\u003dCi9DQUlRQUNvZENodHljRjlvT2tzMWNGWldhbHB2UTNSdGJETTFjMWQxZG1GeE1XYxJbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnR6TVdOR1dsZGhiSEIyVVROU2RHSkVUVEZqTVdReFpHMUdlRTFYWXdvR2NtVjJhV1YzEgswZDBiRVhFc0xVMhpbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnR6TVdOR1dsZGhiSEIyVVROU2RHSkVUVEZqTVdReFpHMUdlRTFYWXdvR2NtRjBhVzVuEgswZDBiRVhFc0xVMiISCQAAAAAAAAAAEbStJyUjekyGKgswZDBiRVhFc0xVMg\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQoykIMygI"],null,[null,[[1,0]]]],"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ0pMFCCYoBQ"],null,"CAESY0NBRVFHaHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVVZrV2xwZlgxOWZSV2hCZUdwSE9YVTNNbGxhTlMxaFlraHNWVUZCUVVGQlIyZHVPVEpyYzBOYVlqZE1Wa05WV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSUNQdnFXOU1REAE",["0x0:0x864c7a232527adb4",null,1732484912884237,1733090092916780,[null,null,["https://www.google.com/maps/contrib/101519946192659212280/reviews?hl\u003des"],null,null,["archi","https://lh3.googleusercontent.com/a/ACg8ocKc8ml0XOob-Iq29wOlfRPp8a4x-rIGaUZFNBmguPmZZ4GLTA\u003ds120-c-rp-mo-ba4-br100",["https://www.google.com/maps/contrib/101519946192659212280?hl\u003des"],"101519946192659212280",null,64,99,null,[1,6,1],19,["Local Guide · 64 reseñas",null,null,null,null,[null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ7LoGCDUoAA"]]]],null,"Fecha de edición: Hace un año",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,[["CIHM0ogKEICAgICPvqW98QE",["CIHM0ogKEICAgICPvqW98QE",10,12,null,null,null,["https://lh3.googleusercontent.com/geougc-cs/AMBA38sI7OIYLGC0tp4MWRWEYAkdX-6LNEaflNa0Vgp8aMh1AcmiPr4tHGB4k2G8_tVrCeCtoC7SfRExHcOu81dhfbOUlCab7RI9Z7IKeamLL5_4VVsRjO9TWnZ_ofO2gtdeRUwoukZSbg",null,[1176,2034]],null,[[3,25.26671805430346,54.67868999404835],[0,90],[1176,2034],75],"Witsaa2SFPjYjLsPyMyGsAc","0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQzCcINigB",["//www.google.com/local/imagery/report/?cb_client\u003dmaps_sv.tactile\u0026image_key\u003d!1e10!2sCIHM0ogKEICAgICPvqW98QE\u0026fid\u003d0x0:0x864c7a232527adb4",null,null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ-y4INygA"],null,null,null,null,null,null,null,null,null,[null,[10,"CIHM0ogKEICAgICPvqW98QE"],[10,3,[2034,1176]],[null,null,null,null,null,null,null,["Soho Club"]],[null,[[["archi"],"https://www.google.com/maps/contrib/101519946192659212280?hl\u003des","https://lh3.googleusercontent.com/a/ACg8ocKc8ml0XOob-Iq29wOlfRPp8a4x-rIGaUZFNBmguPmZZ4GLTA\u003ds120-c-rp-mo-ba4-br100",null,null,"101519946192659212280"]]],[[[2],[[null,null,null,null,1]]]],[2,null,null,null,null,[null,null,null,[7,3]],null,null,[2024,11,24,21,null,null,null,null,["Hace un año"]]],["//www.google.com/local/imagery/report/?cb_client\u003dmaps_sv.tactile\u0026image_key\u003d!1e10!2sCIHM0ogKEICAgICPvqW98QE\u0026fid\u003d0x0:0x864c7a232527adb4"]],1,null,null,null,null,null,null,["0","-8769500083031396940"],null,null,[null,1],null,null,null,null,null,null,null,null,null,null,["ChZDSUhNMG9nS0VJQ0FnSUNQdnFXOU1REAE"]],"CIHM0ogKEICAgICPvqW98QE",1]],null,null,null,[[["GUIDED_DINING_FOOD_ASPECT"],"Comida",null,null,null,"Comida",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCDgoAg",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCDkoAw",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCDooBA",null,null,null,[5],null,2,null,1]],null,null,null,null,null,null,null,["lt","es","lituano","español",1],[["Apsauga kultūringa, barmenai paslaugūs o barmenė Žydrė tiesiog nuostabi. Tūsas buvo super. Ačiū Artūrui 👌",null,[0,105]],["La seguridad es amable, los camareros son muy atentos y el camarero Žydrė es simplemente increíble. El bar estuvo genial. Gracias a Artūras 👌",null,[0,141]]]],[null,1734706911000000,1734706911000000,"Hace un año",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlFkbkZYT1UxUkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlFkbkZYT1UxUkVBRRAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlFkbkZYT1UxUkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlFkbkZYT1UxUkVBRRAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlFkbkZYT1UxUkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlFkbkZYT1UxUkVBRRAA"],null,["lt","es","lituano","español",1],[["Labas, Archi!\n\nAčiū už atsiliepimą! Smagu, kad vakarėlis patiko, o mūsų komanda prisidėjo prie gerų emocijų. Laukiame sugrįžtant!\n\nIki,\nSoho Club Team\n\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius",null,[0,94]],["¡Hola Archi!\n\n¡Gracias por tus comentarios! Nos alegra que hayas disfrutado de la fiesta y que nuestro equipo haya contribuido a la buena onda. ¡Esperamos tu regreso!\n\nAdiós,\nEquipo del Soho Club\n\nSvitrigailos 7, Vilna\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilna",null,[0,94]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUNQdnFXOU1REAE!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgICPvqW9MQ%7CCgwIrLazugYQ4OeTtQM%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSUNQdnFXOU1REAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSUNQdnFXOU1REi4KF0NJSE0wb2dLRUlDQWdJQ1B2cVc5c1FFEhNDZ3dJckxhenVnWVE0T2VUdFFNGi0KFkNJSE0wb2dLRUlDQWdJQ1B2cVc5Y1ESE0Nnd0lzTDZPdWdZUXlNWFJwUU0iEgkAAAAAAAAAABG0rSclI3pMhioTQ2d3SXJMYXp1Z1lRNE9lVHRRTQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQoykIOygF"],null,[null,[[1,0]]]],"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ0pMFCDQoBg"],null,"CAESY0NBRVFHeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVVUyTlRGZlgxOWZSV2hFUTJGVGRHaHZZM0pOVGtGYVVDMVBZMEZCUVVGQlIyZHVPVEp0T0VOaVNIWklNa2x6V1VGRFNVRQ\u003d\u003d"],[["Ci9DQUlRQUNvZENodHljRjlvT2xoWE5sRjNaM0ZYYlhBM2NrNVphVzF3YjNsRVIwRRAB",["0x0:0x864c7a232527adb4",null,1765068159386640,1765068159386640,[null,null,["https://www.google.com/maps/contrib/106233822662146649745/reviews?hl\u003des"],null,null,["Antony Maiolla","https://lh3.googleusercontent.com/a/ACg8ocLBCpld-RqOLQQ_9yx9ls4-9jq0ci5Z08UhU_WaIGFtZzrEeQ\u003ds120-c-rp-mo-ba2-br100",["https://www.google.com/maps/contrib/106233822662146649745?hl\u003des"],"106233822662146649745",null,17,0,null,[1,4,1],0,["Local Guide · 17 reseñas",null,null,null,null,[null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ7LoGCD0oAA"]]]],null,"Hace un mes",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[1],null,null,null,null,null,[[["GUIDED_DINING_FOOD_ASPECT"],"Comida",null,null,null,"Comida",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCD4oAQ",null,null,null,[1],null,2,null,1],[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCD8oAg",null,null,null,[1],null,2,null,1]],null,null,null,null,null,null,null,["en","es","inglés","español",1],[["They only have the phone scan option for the drink menu. I left immediately.",null,[0,76]],["Solo tienen la opción de escanear el teléfono para ver la carta de bebidas. Me fui inmediatamente.",null,[0,98]]]],[null,1765107076000000,1765107076000000,"Hace un mes",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnhvV0U1c1JqTmFNMFpZWWxoQk0yTnJOVnBoVnpGM1lqTnNSVkl3UlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnhvV0U1c1JqTmFNMFpZWWxoQk0yTnJOVnBoVnpGM1lqTnNSVkl3UlJBQhAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnhvV0U1c1JqTmFNMFpZWWxoQk0yTnJOVnBoVnpGM1lqTnNSVkl3UlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnhvV0U1c1JqTmFNMFpZWWxoQk0yTnJOVnBoVnpGM1lqTnNSVkl3UlJBQhAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnhvV0U1c1JqTmFNMFpZWWxoQk0yTnJOVnBoVnpGM1lqTnNSVkl3UlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnhvV0U1c1JqTmFNMFpZWWxoQk0yTnJOVnBoVnpGM1lqTnNSVkl3UlJBQhAA"],null,["en","es","inglés","español",1],[["Antony,\n\nOur drink menu is digital for a simple and practical reason – Soho carries one of the largest selections in the city: around 280 different spirits plus over 50 cocktails. A printed menu of that scale would look more like a book than a bar list, and a QR code allows us to keep everything accurate and updated.\n\nOur bartenders speak English and are always ready to explain the menu or recommend drinks directly, so even without a phone every guest can get the information they need.\n\nWhat surprised us most is this:\nyou managed to navigate Google, find our review section, write a complaint, rate food you never tried, and submit everything successfully - yet somehow scanning a simple QR code felt too complicated. Ironically, even on the Google page where you left this review, the menu link is right there. One tap, no scanning needed. You actually made more steps to post this review than you would have made to open the menu.\n\nIn 2025, QR codes are standard in restaurants, bars, airports, festivals, hotels - everywhere. If a basic digital feature becomes a deal-breaker, we can only hope future innovations don’t cause similar emergencies.\n\nIf you decide to return, our team will gladly recommend drinks verbally, no phone required.",null,[0,87]],["Antony,\n\nNuestra carta de bebidas es digital por una razón sencilla y práctica: Soho ofrece una de las mayores selecciones de la ciudad: alrededor de 280 licores diferentes y más de 50 cócteles. Una carta impresa de ese tamaño parecería más un libro que una carta de bar, y un código QR nos permite mantener todo preciso y actualizado.\n\nNuestros bármanes hablan inglés y siempre están dispuestos a explicar el menú o recomendar bebidas directamente, así que incluso sin teléfono, cada cliente puede obtener la información que necesita.\n\nLo que más nos sorprendió fue esto:\nLograste navegar por Google, encontrar nuestra sección de reseñas, escribir una queja, calificar comida que nunca probaste y enviar todo correctamente; sin embargo, escanear un simple código QR parecía demasiado complicado. Irónicamente, incluso en la página de Google donde dejaste esta reseña, el enlace al menú está ahí mismo. Un solo toque, sin necesidad de escanear. De hecho, realizaste más pasos para publicar esta reseña que para abrir el menú.\n\nEn 2025, los códigos QR serán estándar en restaurantes, bares, aeropuertos, festivales, hoteles... en todas partes. Si una función digital básica se convierte en un factor decisivo, solo podemos esperar que futuras innovaciones no provoquen emergencias similares.\n\nSi decide regresar, nuestro equipo con gusto le recomendará bebidas verbalmente; no es necesario llamar por teléfono.",null,[0,84]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2xoWE5sRjNaM0ZYYlhBM2NrNVphVzF3YjNsRVIwRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CAIQACodChtycF9oOlhXNlF3Z3FXbXA3ck5ZaW1wb3lER0E%7C0dCBpzM1uaU%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dCi9DQUlRQUNvZENodHljRjlvT2xoWE5sRjNaM0ZYYlhBM2NrNVphVzF3YjNsRVIwRRAB\u0026t\u003d1\u0026entityid\u003dCi9DQUlRQUNvZENodHljRjlvT2xoWE5sRjNaM0ZYYlhBM2NrNVphVzF3YjNsRVIwRRJbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnhvV0U1c1JqTmFNMFpZWWxoQk0yTnJOVnBoVnpGM1lqTnNSVkl3UlFvR2NtVjJhV1YzEgswZENCcHpNMXVhVRpbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMnhvV0U1c1JqTmFNMFpZWWxoQk0yTnJOVnBoVnpGM1lqTnNSVkl3UlFvR2NtRjBhVzVuEgswZENCcHpNMXVhVSISCQAAAAAAAAAAEbStJyUjekyGKgswZENCcHpNMXVhVQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQoykIQCgD"],null,[null,[[1,0]]]],"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ0pMFCDwoBw"],null,"CAESY0NBRVFIQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVVV0VFZaZlgxOWZSV2hCYjFONlNXaDFUbUZ3TWs5M2NGVTVkMEZCUVVGQlIyZHVPVEp1VFVOYVVXMDVVbTFWV1VGRFNVRQ\u003d\u003d"],[["Ci9DQUlRQUNvZENodHljRjlvT25CTVdVZDRhWGxCZUhFeFRUYzNTV0pVVURSWVRrRRAB",["0x0:0x864c7a232527adb4",null,1759819667512101,1759819667512101,[null,null,["https://www.google.com/maps/contrib/109290421257930709434/reviews?hl\u003des"],null,null,["Yana 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Club"]],[null,[[["Yana Kanapickiene"],"https://www.google.com/maps/contrib/109290421257930709434?hl\u003des","https://lh3.googleusercontent.com/a/ACg8ocJZ9vwNjFihYFnIr-ZAWYJgeg3_4weXZG5bTKEDnC7n3jBZuA\u003ds120-c-rp-mo-ba3-br100",null,null,"109290421257930709434"]]],[[[2],[[null,null,null,null,1]]]],[2,null,null,null,null,[null,null,null,[7,3]],null,null,[2025,10,7,6,null,null,null,null,["Hace 3 meses"]]],["//www.google.com/local/imagery/report/?cb_client\u003dmaps_sv.tactile\u0026image_key\u003d!1e10!2sCIABIhBOrPLjOA1_T7Ud3eLhAYra\u0026fid\u003d0x0:0x864c7a232527adb4"]],1,null,null,null,null,null,null,["0","-8769500083031396940"],null,null,[null,1],null,null,null,null,null,null,null,null,null,null,["Ci9DQUlRQUNvZENodHljRjlvT25CTVdVZDRhWGxCZUhFeFRUYzNTV0pVVURSWVRrRRAB"]],"CIABIhBOrPLjOA1_T7Ud3eLhAYra",1]],null,null,null,[[["GUIDED_DINING_PRICE_RANGE"],"¿Cuánto dinero gastaste por persona?",[[[["E:EUR_20_TO_25"],"20-25 €",2,null,"De 20 € a 25 €","0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3YcHCEgoAA"]],1],null,null,"Precio por persona",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCEcoAw",null,null,null,null,null,1,[[2]],2],[["GUIDED_DINING_FOOD_ASPECT"],"Comida",null,null,null,"Comida",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCEkoBA",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCEooBQ",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCEsoBg",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_NOISE_LEVEL"],"¿Cómo describirías el nivel de ruido?",[[[["E:DINING_NOISE_LEVEL_LOUD"],"Alto, pero se puede conversar fácilmente",2,null,null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3YcHCE0oAA"]],1],null,null,"Nivel de ruido",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCEwoBw",null,null,null,null,null,3,null,2],[["GUIDED_DINING_GROUP_SIZE"],"¿Para grupos de qué tamaño es más adecuado este sitio?",null,[[[["E:DINING_GROUP_SIZE_THREE_TO_FOUR"],"3-4 personas",2,null,null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3YcHCE8oAA"]]],null,"Tamaño del grupo",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCE4oCA",null,null,null,null,null,3,null,2],[["GUIDED_DINING_WAIT_TIME"],"¿Cuánto tiempo has esperado para conseguir una mesa?",[[[["E:DINING_WAIT_TIME_NO_WAIT"],"Sin espera",2,null,null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3YcHCFEoAA"]],1],null,null,"Tiempo de espera",null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ3IcHCFAoCQ",null,null,null,null,null,3,null,2]],null,null,null,null,null,null,null,["en","es","inglés","español",1],[["Nice place, great events!",null,[0,25]],["¡Bonito lugar, grandes eventos!",null,[0,31]]]],[null,1760647661000000,1760647661000000,"Hace 3 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Yana Kanapickienė,\n\nThank you for the 5-star review! 🌟 We’re delighted you enjoyed the atmosphere and our events. It’s always great to see guests having fun and capturing such lively moments from the show. Hope to see you again soon for another unforgettable night!\n\nBest regards,\nSoho Club Team\n\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius #TheQueerClub\n",null,[0,102]],["Estimada Yana Kanapickienė:\n\n¡Gracias por tu reseña de 5 estrellas! 🌟 Nos alegra que hayas disfrutado del ambiente y de nuestros eventos. Siempre es un placer ver a nuestros invitados divirtiéndose y capturando momentos tan animados del espectáculo. ¡Esperamos verte pronto para otra noche inolvidable!\n\nAtentamente,\nEquipo del Soho Club\n\nSvitrigailos 7, Vilna\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius #TheQueerClub\n",null,[0,105]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT25CTVdVZDRhWGxCZUhFeFRUYzNTV0pVVURSWVRrRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CAIQACodChtycF9oOnBMWUd4aXlBeHExTTc3SWJUUDRYTkE%7C0ctATITWVes%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dCi9DQUlRQUNvZENodHljRjlvT25CTVdVZDRhWGxCZUhFeFRUYzNTV0pVVURSWVRrRRAB\u0026t\u003d1\u0026entityid\u003dCi9DQUlRQUNvZENodHljRjlvT25CTVdVZDRhWGxCZUhFeFRUYzNTV0pVVURSWVRrRRJbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVDVFZkVlpEUmhXR3hDWlVoRmVGUlVZek5UVjBwVlZVUlNXVlJyUlFvR2NtVjJhV1YzEgswY3RBVElUV1ZlcxpbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVDVFZkVlpEUmhXR3hDWlVoRmVGUlVZek5UVjBwVlZVUlNXVlJyUlFvR2NtRjBhVzVuEgswY3RBVElUV1ZlcyISCQAAAAAAAAAAEbStJyUjekyGKgswY3RBVElUV1Zlcw\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQoykIUigK"],null,[null,[[1,0]]]],"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ0pMFCEEoCA"],null,"CAESY0NBRVFIUnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVVZmVm01ZlgxOWZSV2hDVDFSTFlYZzFOMWt3Tm1nMk5rVndRVUZCUVVGQlIyZHVPVEp1VlVOYWEwdFROVGhqV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUR4cnVDTzZBRRAB",["0x0:0x864c7a232527adb4",null,1686224432619436,1686224432619436,[null,null,["https://www.google.com/maps/contrib/104100740455340193910/reviews?hl\u003des"],null,null,["AndrewG 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Me encanta. Es el mejor lugar para ir y divertirse. El DJ perfecto.\n¡SÚPER CINCO ESTRELLAS! COMO EL SOHO DE LONDRES, ¡SÍÍÍÍÍ!",null,[0,152]]]],[null,1686225254000000,1686225254000000,"Hace 2 años",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjRjblZEVHpaQlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjRjblZEVHpaQlJSQUIQAA%3D%3D"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjRjblZEVHpaQlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjRjblZEVHpaQlJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjRjblZEVHpaQlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjRjblZEVHpaQlJSQUIQAA%3D%3D"],null,["en","es","inglés","español",1],[["Dear AndrewG GE,\n\nThank you so much for your enthusiastic review and for rating us with five stars! We are absolutely thrilled to hear that you enjoyed your time at Soho Club and appreciated our music and atmosphere.\n\nYour comparison to the Soho in London is a huge compliment, as we strive to provide an internationally competitive clubbing experience right here in Lithuania.\n\nYour feedback validates our efforts and encourages us to continue creating memorable nights for all our patrons. We are looking forward to your next visit - let's keep the positive vibes going!\n\nWarm regards,\n\nSoho Club Team\n\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius",null,[0,92]],["Estimado AndrewG GE:\n\n¡Muchísimas gracias por su entusiasta reseña y por calificarnos con cinco estrellas! Nos alegra mucho saber que disfrutó de su estancia en Soho Club y que apreció nuestra música y ambiente.\n\nSu comparación con el Soho de Londres es un gran cumplido, ya que nos esforzamos por ofrecer una experiencia de clubbing competitiva a nivel internacional aquí en Lituania.\n\nSus comentarios confirman nuestros esfuerzos y nos animan a seguir creando noches memorables para todos nuestros clientes. Esperamos su próxima visita. ¡Mantengamos la buena vibra!\n\nAtentamente,\n\nEquipo de Soho Club\n\nSvitrigailos 7, Vilna\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilna",null,[0,95]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUR4cnVDTzZBRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgIDxruCO6AE%7CCgwIsPyGpAYQ4K-vpwI%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUR4cnVDTzZBRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUR4cnVDTzZBRRItChZDSUhNMG9nS0VJQ0FnSUR4cnVDT0dBEhNDZ3dJc1B5R3BBWVE0Sy12cHdJGi4KF0NJSE0wb2dLRUlDQWdJRHhydUNPbUFFEhNDZ3dJc1B5R3BBWVE0Sy12cHdJIhIJAAAAAAAAAAARtK0nJSN6TIYqE0Nnd0lzUHlHcEFZUTRLLXZwd0k\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQoykIWygF"],null,[null,[[1,2]]]],"0ahUKEwitp4zE7JOSAxV4LGMBHUimAXYQ0pMFCFMoCQ"],null,"CAESY0NBRVFIaHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVVozYzFKZlgxOWZSV2hCYmtwMU5rMWZOVzFZZERaQ1JUUjFORUZCUVVGQlIyZHVPVEp5UlVOa01sVjRSV2hSV1VGRFNVRQ\u003d\u003d"]]] \ No newline at end of file +[null,"CAESY0NBRVFIaHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZUR3hxVDFaZlgxOWZSV2hEVDFOUlJXWXhhVU53UnpkNWNUZHJSVUZCUVVGQlIyZHVPVGM1YjBOb01UQlNlbnByV1VGRFNVRQ\u003d\u003d",[[["ChZDSUhNMG9nS0VJQ0FnSUR4Z05YMUVREAE",["0x0:0x85f89601b9909c72",null,1685428120210806,1685428169604310,[null,null,["https://www.google.com/maps/contrib/116261037835277422463/reviews?hl\u003des"],null,null,["Dražen Zavoreo","https://lh3.googleusercontent.com/a/ACg8ocLtCZUWfWHGEVpvaEaw7ylQsB9TySBErIt-yXHQ_H3PTPkk1g\u003ds120-c-rp-mo-ba4-br100",["https://www.google.com/maps/contrib/116261037835277422463?hl\u003des"],"116261037835277422463",null,71,32,null,[1,6,1],29,["Local Guide · 71 reseñas",null,null,null,null,[null,"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQ7LoGCAMoAA"]]]],null,"Hace 2 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["es"],[["Mejor barber en Las Palmas. No veo la hora de volver de Croacia para cortarme el 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salón",null,[0,85]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUM4OHFTQ05nEAE!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgIC88qSCNg%7CCgsI6unt9wUQoJb9AQ%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSUM4OHFTQ05nEAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSUM4OHFTQ05nEi0KF0NJSE0wb2dLRUlDQWdJQzg4cVNDdGdFEhJDZ3NJNnVudDl3VVFvSmI5QVEaLAoWQ0lITTBvZ0tFSUNBZ0lDODhxU0NkZxISQ2dzSTZ1bnQ5d1VRb0piOUFRIhIJAAAAAAAAAAARcpyQuQGW-IUqEkNnc0k2dW50OXdVUW9KYjlBUQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQoykIBygB"],null,[null,[[1,0]]]],"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQ0pMFCAUoAQ"],null,"CAESY0NBRVFGaHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZURmRxZVhwZlgxOWZSV2hDTFRkMk1tbFhOa3d6UkUxaFdYWTFNRUZCUVVGQlIyZHVPVFZ5VVVOcVVHMWZWR1Z6V1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSURzcnBmZTlRRRAB",["0x0:0x85f89601b9909c72",null,1583340305154934,1583340305154934,[null,null,["https://www.google.com/maps/contrib/114422750174823669256/reviews?hl\u003des"],null,null,["Guillermo Cedrés","https://lh3.googleusercontent.com/a-/ALV-UjWO7Cb-LKUekpxpvpUssCCbO9jfbYzyP298v5tNhfrJZixsK6w\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/114422750174823669256?hl\u003des"],"114422750174823669256",null,4,2,null,[0,3,1],0,["4 reseñas",null,null,null,null,[null,"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQ7LoGCAkoAA"]]]],null,"Hace 5 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,[[["LEGACY_SERVICES_POSITIVE_ASPECTS"],"¿Qué te gusta de esta empresa?",null,[[[["E:LEGACY_SERVICES_ASPECTS_PUNCTUALITY"],"Puntualidad",2,null,null,"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQ3YcHCAsoAA"],[["E:LEGACY_SERVICES_ASPECTS_CLEANLINESS"],"Limpieza",2,null,null,"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQ3YcHCAwoAQ"],[["E:LEGACY_SERVICES_ASPECTS_QUALITY"],"Calidad",2,null,null,"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQ3YcHCA0oAg"],[["E:LEGACY_SERVICES_ASPECTS_PROFESSIONALISM"],"Profesionalidad",2,null,null,"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQ3YcHCA4oAw"],[["E:LEGACY_SERVICES_ASPECTS_VALUE"],"Valor",2,null,null,"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQ3YcHCA8oBA"]]],null,"Aspectos positivos",null,"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQ3IcHCAooAQ",null,null,null,null,null,3,null,2]],null,null,null,null,null,null,null,["es"],[["Esta peluquería es la mejor en la que he estado,simplemente tienen un servicio impecable,sus trabajadores tienen una profesionalidad del 100 %, magnífico.",null,[0,154]]]],[null,1583357330000000,1583357330000000,"Hace 5 años",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUnpjbkJtWlRsUlJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUnpjbkJtWlRsUlJSQUIQAA%3D%3D"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUnpjbkJtWlRsUlJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUnpjbkJtWlRsUlJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUnpjbkJtWlRsUlJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUnpjbkJtWlRsUlJSQUIQAA%3D%3D"],null,["es"],[["Buenas don Guillermo muchas gracias por su reseña.hacemos lo que podemos para ofrecer un gran servicio.nuevamente por cosas como estas hace que nos sintamos orgullosos de nuestra profesión muchas gracias.",null,[0,205]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSURzcnBmZTlRRRAB!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgIDsrpfe9QE%7CCgsIkbb_8gUQ8LXwSQ%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSURzcnBmZTlRRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSURzcnBmZTlRRRIsChZDSUhNMG9nS0VJQ0FnSURzcnBmZURREhJDZ3NJa2JiXzhnVVE4TFh3U1EaLQoXQ0lITTBvZ0tFSUNBZ0lEc3JwZmVqUUUSEkNnc0lrYmJfOGdVUThMWHdTUSISCQAAAAAAAAAAEXKckLkBlviFKhJDZ3NJa2JiXzhnVVE4TFh3U1E\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQoykIECgC"],null,[null,[[1,0]]]],"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQ0pMFCAgoAg"],null,"CAESY0NBRVFGeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZURmhFUlZwZlgxOWZSV2hDVW5SalgyWnFPVkJvY1hOT2FGQnZhMEZCUVVGQlIyZHVPVFYzUVVOcU1XMVJVbEF3V1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUR4enJPbjR3RRAB",["0x0:0x85f89601b9909c72",null,1686221657838617,1686221657838617,[null,null,["https://www.google.com/maps/contrib/105136912376530511528/reviews?hl\u003des"],null,null,["Alejandro 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puerta",null,[0,93]]]],[null,null,null,null,null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjRlbkpQYmpSM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjRlbkpQYmpSM1JSQUIQAA%3D%3D"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjRlbkpQYmpSM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjRlbkpQYmpSM1JSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjRlbkpQYmpSM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjRlbkpQYmpSM1JSQUIQAA%3D%3D"]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUR4enJPbjR3RRAB!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgIDxzrOn4wE%7CCgwI2eaGpAYQqI_xjwM%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUR4enJPbjR3RRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUR4enJPbjR3RRItChZDSUhNMG9nS0VJQ0FnSUR4enJPbkV3EhNDZ3dJMmVhR3BBWVFxSV94andNGi4KF0NJSE0wb2dLRUlDQWdJRHh6ck9mc1FFEhNDZ3dJMmVhR3BBWVFxSV94andNIhIJAAAAAAAAAAARcpyQuQGW-IUqE0Nnd0kyZWFHcEFZUXFJX3hqd00\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQoykIEygB"],null,[null,[[1,0]]]],"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQ0pMFCBEoAw"],null,"CAESY0NBRVFHQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZURmwyTUd0ZlgxOWZSV2hEUVRWV1gxUnNUbFZ1UnpSYVRrMUxPRUZCUVVGQlIyZHVPVFpCYjBOa01sWmlZVkpGV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSUN1X1B2MFpBEAE",["0x0:0x85f89601b9909c72",null,1658610397669816,1658610397669816,[null,null,["https://www.google.com/maps/contrib/117889353495237572463/reviews?hl\u003des"],null,null,["Eduardo 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años",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjFYMUIyTUZwQkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjFYMUIyTUZwQkVBRRAA"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjFYMUIyTUZwQkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjFYMUIyTUZwQkVBRRAA"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjFYMUIyTUZwQkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjFYMUIyTUZwQkVBRRAA"],null,["es"],[["Muchas gracias amigo, un placer como siempre 🙌🏽",null,[0,47]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUN1X1B2MFpBEAE!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgICu_Pv0ZA%7CCgwI3cXxlgYQwKmyvwI%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSUN1X1B2MFpBEAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSUN1X1B2MFpBEi4KF0NJSE0wb2dLRUlDQWdJQ3VfUHYwNUFFEhNDZ3dJM2NYeGxnWVF3S215dndJGi0KFkNJSE0wb2dLRUlDQWdJQ3VfUHYwRkESE0Nnd0kzY1h4bGdZUXdLbXl2d0kiEgkAAAAAAAAAABFynJC5AZb4hSoTQ2d3STNjWHhsZ1lRd0tteXZ3SQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQoykIFigB"],null,[null,[[1,0]]]],"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQ0pMFCBQoBA"],null,"CAESY0NBRVFHUnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZURnB0YzJoZlgxOWZSV2hCV1hsdWVscFhTSHBDT0ZWVWJHbFJNRUZCUVVGQlIyZHVPVFpLUVVObVpFMWtlbWh2V1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUM1dmVUbXdBRRAB",["0x0:0x85f89601b9909c72",null,1697470048748258,1697470074444786,[null,null,["https://www.google.com/maps/contrib/113132968851495078369/reviews?hl\u003des"],null,null,["Flavio","https://lh3.googleusercontent.com/a-/ALV-UjUWKvtwd5wkgSVqEUs2SqdJI1t6RxIvtA5_j-xR1XpptYqi9eTsnQ\u003ds120-c-rp-mo-ba4-br100",["https://www.google.com/maps/contrib/113132968851495078369?hl\u003des"],"113132968851495078369",null,117,233,null,[1,6,1],12,["Local 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Buen precio! Recomendados.",null,[0,50]]]],[null,1697474755000000,1697474755000000,"Hace 2 años",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTTFkbVZVYlhkQlJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTTFkbVZVYlhkQlJSQUIQAA%3D%3D"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTTFkbVZVYlhkQlJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTTFkbVZVYlhkQlJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTTFkbVZVYlhkQlJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTTFkbVZVYlhkQlJSQUIQAA%3D%3D"],null,["es"],[["Muchas gracias señor flavio",null,[0,27]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUM1dmVUbXdBRRAB!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgIC5veTmwAE%7CCgwI-qy1qQYQ0MqL1AE%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUM1dmVUbXdBRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUM1dmVUbXdBRRItChZDSUhNMG9nS0VJQ0FnSUM1dlpUQUNREhNDZ3dJLXF5MXFRWVEwTXFMMUFFGi0KFkNJSE0wb2dLRUlDQWdJQzV2ZVRtSUESE0Nnd0k0S3kxcVFZUTBJWG01QUkiEgkAAAAAAAAAABFynJC5AZb4hSoTQ2d3SS1xeTFxUVlRME1xTDFBRQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQoykIGSgB"],null,[null,[[1,1]]]],"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQ0pMFCBcoBQ"],null,"CAESY0NBRVFHaHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZUR1pEUTJwZlgxOWZSV2hDWmw4eFkwMURNMHRUWVdwT2FqVlliMEZCUVVGQlIyZHVPVFl0UVVOa1RXSnRUV0pOV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSURpM09UVWhBRRAB",["0x0:0x85f89601b9909c72",null,1606574493454108,1606574560956960,[null,null,["https://www.google.com/maps/contrib/109924230478644888985/reviews?hl\u003des"],null,null,["The Garden Lanzarote. Profesionales de jardinería.","https://lh3.googleusercontent.com/a-/ALV-UjWWCKM0XJMjWtMHASrreUpaEizg3GLZ_wel6UJdIFGsfKWZihR5Hg\u003ds120-c-rp-mo-ba4-br100",["https://www.google.com/maps/contrib/109924230478644888985?hl\u003des"],"109924230478644888985",null,78,53,null,[1,6,1],28,["Local Guide · 78 reseñas",null,null,null,null,[null,"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQ7LoGCBsoAA"]]]],null,"Hace 5 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["es"],[["Rafael. Muy buen barbero. Profesional y buen talante.",null,[0,53]]]],[null,1615243273000000,1615243273000000,"Hace 4 años",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUnBNMDlVVldoQlJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUnBNMDlVVldoQlJSQUIQAA%3D%3D"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUnBNMDlVVldoQlJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUnBNMDlVVldoQlJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUnBNMDlVVldoQlJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUnBNMDlVVldoQlJSQUIQAA%3D%3D"],null,["es"],[["Muchas gracias te garden Lanzarote.siemore intentando dar el mejor servicio a nuestros clientes y amigos,fuerte abrazo muchas gracias",null,[0,133]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSURpM09UVWhBRRAB!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgIDi3OTUhAE%7CCgwI4MOJ_gUQgJqoyAM%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSURpM09UVWhBRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSURpM09UVWhBRRItChZDSUhNMG9nS0VJQ0FnSURpM09UVVJBEhNDZ3dJNE1PSl9nVVFnSnFveUFNGi4KF0NJSE0wb2dLRUlDQWdJRGkzT1RVeEFFEhNDZ3dJNE1PSl9nVVFnSnFveUFNIhIJAAAAAAAAAAARcpyQuQGW-IUqE0Nnd0k0TU9KX2dVUWdKcW95QU0\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQoykIHCgB"],null,[null,[[1,1]]]],"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQ0pMFCBooBg"],null,"CAESY0NBRVFHeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZUR2RYTm5abVgxOWZSV2hCWldsb1MxOXRRMWgzTmxrdE1VUnhRVUZCUVVGQlIyZHVPVGRMT0VOcFprTjRjVlZOV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSURWbkllci1nRRAB",["0x0:0x85f89601b9909c72",null,1702306043835755,1702306043835755,[null,null,["https://www.google.com/maps/contrib/115592957161875601469/reviews?hl\u003des"],null,null,["Pepe","https://lh3.googleusercontent.com/a/ACg8ocKiWGPgRvENCgF4ZLyJ6PIOeB3RZCwHGUXzQk7IG01LYKYV9oID\u003ds120-c-rp-mo-ba4-br100",["https://www.google.com/maps/contrib/115592957161875601469?hl\u003des"],"115592957161875601469",null,86,12,null,[1,6,1],94,["Local 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trabajo",null,[0,65]]]],[null,null,null,null,null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUldia2xsY2kxblJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUldia2xsY2kxblJSQUIQAA%3D%3D"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUldia2xsY2kxblJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUldia2xsY2kxblJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUldia2xsY2kxblJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUldia2xsY2kxblJSQUIQAA%3D%3D"]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSURWbkllci1nRRAB!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgIDVnIer-gE%7CCgwI-8HcqwYQ-LfCjgM%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSURWbkllci1nRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSURWbkllci1nRRItChZDSUhNMG9nS0VJQ0FnSURWbkllckJnEhNDZ3dJLThIY3F3WVEtTGZDamdNGi4KF0NJSE0wb2dLRUlDQWdJRFZuSWVyaGdFEhNDZ3dJLThIY3F3WVEtTGZDamdNIhIJAAAAAAAAAAARcpyQuQGW-IUqE0Nnd0ktOEhjcXdZUS1MZkNqZ00\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQoykIHygB"],null,[null,[[1,1]]]],"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQ0pMFCB0oBw"],null,"CAESY0NBRVFIQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZUR3BEV2psbVgxOWZSV2hDWmtadU1qbFpOV2xWZGs5cVoxbzFhMEZCUVVGQlIyZHVPVGRzU1VOak5tRnVTMFZSV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSUR1bm96QmVREAE",["0x0:0x85f89601b9909c72",null,1661089140305587,1661089267111813,[null,null,["https://www.google.com/maps/contrib/100401502036460207835/reviews?hl\u003des"],null,null,["JOSÈ RODRIGUEZ","https://lh3.googleusercontent.com/a-/ALV-UjVRB4KwjmhOTNzpZwvYN1zzm5WNZlMtWw5SSm2yNLtEM7GopnT-\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/100401502036460207835?hl\u003des"],"100401502036460207835",null,11,0,null,[0,3,1],3,["11 reseñas",null,null,null,null,[null,"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQ7LoGCCEoAA"]]]],null,"Hace 3 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["es"],[["Profesional por Excelencia !!!\ny ciertamente gran conversador ,recomendable !!",null,[0,78]]]],[null,1661100947000000,1661100947000000,"Hace 3 años",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUjFibTk2UW1WUkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUjFibTk2UW1WUkVBRRAA"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUjFibTk2UW1WUkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUjFibTk2UW1WUkVBRRAA"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUjFibTk2UW1WUkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUjFibTk2UW1WUkVBRRAA"],null,["es"],[["Buenas don José muchísimas gracias por su reseña y por confiar en nosotros.fuerte abrazo",null,[0,88]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUR1bm96QmVREAE!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgIDunozBeQ%7CCgsI8-uImAYQiMOoNQ%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSUR1bm96QmVREAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSUR1bm96QmVREi0KF0NJSE0wb2dLRUlDQWdJRHVub3pCLVFFEhJDZ3NJOC11SW1BWVFpTU9vTlEaLAoWQ0lITTBvZ0tFSUNBZ0lEdW5vekJCURISQ2dzSTgtdUltQVlRaU1Pb05RIhIJAAAAAAAAAAARcpyQuQGW-IUqEkNnc0k4LXVJbUFZUWlNT29OUQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQoykIIigB"],null,[null,[[1,0]]]],"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQ0pMFCCAoCA"],null,"CAESY0NBRVFIUnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZUR3REWWxWbVgxOWZSV2hCY3pWQ1puUjFlVU56WTB3MlVGOVRhMEZCUVVGQlIyZHVPVGQxTkVObVZEbGtVV3huV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSURTdXRyNTZnRRAB",["0x0:0x85f89601b9909c72",null,1608643530006445,1617641222342435,[null,null,["https://www.google.com/maps/contrib/110800690415072275256/reviews?hl\u003des"],null,null,["Ignacio Santana Rodríguez","https://lh3.googleusercontent.com/a/ACg8ocIx3n-5l8-YddL0hKQ-Yu2APuhk1YJ7mjyXgH3QEc4wFy7oGQ\u003ds120-c-rp-mo-ba3-br100",["https://www.google.com/maps/contrib/110800690415072275256?hl\u003des"],"110800690415072275256",null,23,5,null,[1,5,1],98,["Local Guide · 23 reseñas",null,null,null,null,[null,"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQ7LoGCCQoAA"]]]],null,"Fecha de edición: Hace 4 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["es"],[["Te hacen sentir muy cómodo y buenos profesionales",null,[0,49]]]],[null,1658746780000000,1658746780000000,"Hace 3 años",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUlRkWFJ5TlRablJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUlRkWFJ5TlRablJSQUIQAA%3D%3D"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUlRkWFJ5TlRablJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUlRkWFJ5TlRablJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUlRkWFJ5TlRablJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUlRkWFJ5TlRablJSQUIQAA%3D%3D"],null,["es"],[["Muchas gracias por su valoración.",null,[0,33]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSURTdXRyNTZnRRAB!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgIDSutr56gE%7CCgwIhv6sgwYQuMmkowE%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSURTdXRyNTZnRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSURTdXRyNTZnRRIuChdDSUhNMG9nS0VJQ0FnSUNLanR1R3dBRRITQ2d3SWh2NnNnd1lRdU1ta293RRosChZDSUhNMG9nS0VJQ0FnSURTdXRyNUdnEhJDZ3NJeXVlSF93VVF5Sy1KQXciEgkAAAAAAAAAABFynJC5AZb4hSoTQ2d3SWh2NnNnd1lRdU1ta293RQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQoykIJSgB"],null,[null,[[1,0]]]],"0ahUKEwiVmvqBsJ2SAxW1fYQGHa4UL4EQ0pMFCCMoCQ"],null,"CAESY0NBRVFIaHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZUR3hxVDFaZlgxOWZSV2hEVDFOUlJXWXhhVU53UnpkNWNUZHJSVUZCUVVGQlIyZHVPVGM1YjBOb01UQlNlbnByV1VGRFNVRQ\u003d\u003d"]]] \ No newline at end of file diff --git a/api_response_samples/response_02_body.txt b/api_response_samples/response_02_body.txt index 2a79dff..d0c8d82 100644 --- a/api_response_samples/response_02_body.txt +++ b/api_response_samples/response_02_body.txt @@ -1,2 +1,2 @@ )]}' -[null,"CAESY0NBRVFLQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVTFXV25KZlgxOWZSV2hEUzFsRVZWWkxkWGsxU2xGT1NqZFZWVUZCUVVGQlIyZHVPVE5NVFVOak5rSm5hVzF6V1VGRFNVRQ\u003d\u003d",[[["Ci9DQUlRQUNvZENodHljRjlvT25KRmJtNTFjVVJTWDJwUVdEZHlPRFY1YjNCbWRIYxAB",["0x0:0x864c7a232527adb4",null,1753045555749092,1753045555749092,[null,null,["https://www.google.com/maps/contrib/112843110745009584124/reviews?hl\u003des"],null,null,["Jose","https://lh3.googleusercontent.com/a/ACg8ocKZhPLFQcUXUgAeoUKoBkx17DZlfqB_gowk5t5mA4ozonrGCg\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/112843110745009584124?hl\u003des"],"112843110745009584124",null,1,0,null,[0,1,1],0,["1 reseña",null,null,null,null,[null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ7LoGCAMoAA"]]]],null,"Hace 5 meses",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["en","es","inglés","español",1],[["I Was there on weekend ,nice mix of People, and really nice service, i forget my Phone at the veniu and they was really helpfull found it and giving it back",null,[0,156]],["Estuve allí el fin de semana, había una buena mezcla de personas y un servicio muy agradable. Olvidé mi teléfono en el lugar y fueron muy útiles, lo encontraron y me lo devolvieron.",null,[0,181]]]],[null,1753046476000000,1753046476000000,"Hace 5 meses",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVLUm1KdE5URmpWVkpUV0RKd1VWZEVaSGxQUkZZMVlqTkNiV1JJWXhBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVLUm1KdE5URmpWVkpUV0RKd1VWZEVaSGxQUkZZMVlqTkNiV1JJWXhBQhAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVLUm1KdE5URmpWVkpUV0RKd1VWZEVaSGxQUkZZMVlqTkNiV1JJWXhBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVLUm1KdE5URmpWVkpUV0RKd1VWZEVaSGxQUkZZMVlqTkNiV1JJWXhBQhAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVLUm1KdE5URmpWVkpUV0RKd1VWZEVaSGxQUkZZMVlqTkNiV1JJWXhBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVLUm1KdE5URmpWVkpUV0RKd1VWZEVaSGxQUkZZMVlqTkNiV1JJWXhBQhAA"],null,["en","es","inglés","español",1],[["Thank you, Jose! We’re really glad we could help with your phone – our team always does their best to make sure guests feel safe and supported. Hope to see you again soon for more great nights with the Soho crowd!\n\n#TheQueerClub #GoodEmotions #FeelTheEnergy #UnforgettableVibes",null,[0,213]],["¡Gracias, José! Nos alegra mucho haber podido ayudarte con tu teléfono. Nuestro equipo siempre hace todo lo posible para que nuestros clientes se sientan seguros y apoyados. ¡Esperamos verte pronto para disfrutar de más noches geniales con la gente del Soho!\n\n#TheQueerClub #GoodEmotions #FeelTheEnergy #UnforgettableVibes",null,[0,239]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT25KRmJtNTFjVVJTWDJwUVdEZHlPRFY1YjNCbWRIYxAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CAIQACodChtycF9oOnJFbm51cURSX2pQWDdyODV5b3BmdHc%7C0cUKcngdZ15%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dCi9DQUlRQUNvZENodHljRjlvT25KRmJtNTFjVVJTWDJwUVdEZHlPRFY1YjNCbWRIYxAB\u0026t\u003d1\u0026entityid\u003dCi9DQUlRQUNvZENodHljRjlvT25KRmJtNTFjVVJTWDJwUVdEZHlPRFY1YjNCbWRIYxJbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVLUm1KdE5URmpWVkpUV0RKd1VWZEVaSGxQUkZZMVlqTkNiV1JJWXdvR2NtVjJhV1YzEgswY1VLY25nZFoxNRpbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVLUm1KdE5URmpWVkpUV0RKd1VWZEVaSGxQUkZZMVlqTkNiV1JJWXdvR2NtRjBhVzVuEgswY1VLY25nZFoxNSISCQAAAAAAAAAAEbStJyUjekyGKgswY1VLY25nZFoxNQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQoykIBCgB"],null,[null,[[1,0]]]],"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ0pMFCAIoAA"],null,"CAESY0NBRVFIeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVWc1WkVaZlgxOWZSV2hCWTBOTFEyVXpVbXhtU2pacVJEQmZPRUZCUVVGQlIyZHVPVEl4TUVOYU9WcFljR1J2V1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSUR4OVB2VmVnEAE",["0x0:0x864c7a232527adb4",null,1685752618301970,1685752618301970,[null,null,["https://www.google.com/maps/contrib/106289829709812053864/reviews?hl\u003des"],null,null,["Anthony Lava","https://lh3.googleusercontent.com/a/ACg8ocKGEIXyf1mCEANUGk3s0nMFFbWsud_2Y7NLfjREehmZBKFWoA\u003ds120-c-rp-mo-ba5-br100",["https://www.google.com/maps/contrib/106289829709812053864?hl\u003des"],"106289829709812053864",null,137,1304,null,[1,7,1],6,["Local Guide · 137 reseñas",null,null,null,null,[null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ7LoGCAYoAA"]]]],null,"Hace 2 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["en","es","inglés","español",1],[["Door charge plus coat check was 6 euros quite fair. Not packed but great vibes love it. Friendly bartenders and ticket person. Music was good it was quite a mix so depends on your preference. But generally quite good. Quite young crowd. Mixed good for an Eastern European country. Definitely visit if you’re a foreigner. Drinks are cheap!",null,[0,236]],["El precio de la entrada más el guardarropa fue de 6 euros, bastante justo. No estaba abarrotado, pero el ambiente era genial, me encantó. Los camareros y el encargado de la venta de entradas eran amables. La música era buena, bastante variada, así que depende de tus gustos. Pero en general, bastante buena. Público bastante joven. Buena mezcla para un país de Europa del Este. Sin duda, visítalo si eres extranjero. ¡Las bebidas son baratas!",null,[0,234]]]],[null,1685758695000000,1685758695000000,"Hace 2 años",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUjRPVkIyVm1WbkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUjRPVkIyVm1WbkVBRRAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUjRPVkIyVm1WbkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUjRPVkIyVm1WbkVBRRAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUjRPVkIyVm1WbkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUjRPVkIyVm1WbkVBRRAA"],null,["en","es","inglés","español",1],[["Dear A L,\n\nWe appreciate you taking the time to share your experience at our club. It's fantastic to hear that you found the entry and coat check charges reasonable, and enjoyed our welcoming staff, diverse music selection, and affordable drinks.\n\nOur goal at Soho Club is to create a comfortable and fun environment for everyone. We're delighted that you enjoyed the vibe and found the crowd to be young and mixed, as inclusivity is our top priority.\n\nThank you for your recommendation to foreigners. We're glad to be a destination for all who are looking for an enjoyable night out in Vilnius.\n\nWe look forward to welcoming you back to Soho Club soon!\n\nWarm regards,\n\nSoho Club Team\n\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius",null,[0,87]],["Estimado/a A L,\n\nAgradecemos que se haya tomado el tiempo de compartir su experiencia en nuestro club. Nos alegra saber que le parecieron razonables los precios de entrada y guardarropa, y que disfrutó de nuestro amable personal, nuestra variada selección musical y nuestros precios asequibles en bebidas.\n\nNuestro objetivo en Soho Club es crear un ambiente cómodo y divertido para todos. Nos complace que haya disfrutado del ambiente y que haya encontrado a la clientela joven y diversa, ya que la inclusión es nuestra máxima prioridad.\n\nGracias por recomendarnos a los extranjeros. Nos alegra ser un destino para todos aquellos que buscan una noche divertida en Vilna.\n\n¡Esperamos darle la bienvenida de nuevo a Soho Club pronto!\n\nUn cordial saludo,\n\nEquipo de Soho Club\n\nSvitrigailos 7, Vilna\n\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius",null,[0,96]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUR4OVB2VmVnEAE!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgIDx9PvVeg%7CCgwIqpbqowYQ0OT-jwE%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSUR4OVB2VmVnEAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSUR4OVB2VmVnEi4KF0NJSE0wb2dLRUlDQWdJRHg5UHZWLWdFEhNDZ3dJcXBicW93WVEwT1QtandFGi0KFkNJSE0wb2dLRUlDQWdJRHg5UHZWQmcSE0Nnd0lxcGJxb3dZUTBPVC1qd0UiEgkAAAAAAAAAABG0rSclI3pMhioTQ2d3SXFwYnFvd1lRME9ULWp3RQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQoykIBygB"],null,[null,[[1,2]]]],"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ0pMFCAUoAQ"],null,"CAESY0NBRVFJQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVWswYTFoZlgxOWZSV2hFVWxnNFpWQjJValYzZVRnMFFXYzBTVUZCUVVGQlIyZHVPVEkyVlVOa05FWlJXWE5KV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUQtam82VDZ3RRAB",["0x0:0x864c7a232527adb4",null,1669745589663975,1669745589663975,[null,null,["https://www.google.com/maps/contrib/106136700009407350864/reviews?hl\u003des"],null,null,["Merve Esra","https://lh3.googleusercontent.com/a-/ALV-UjVHyzEo8fE6FA5WKXpnJruTV7tWH9BKyVhUZw-fRg4rTMyZoFQ7\u003ds120-c-rp-mo-ba4-br100",["https://www.google.com/maps/contrib/106136700009407350864?hl\u003des"],"106136700009407350864",null,164,155,null,[1,6,1],4,["Local Guide · 164 reseñas",null,null,null,null,[null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ7LoGCAkoAA"]]]],null,"Hace 3 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[4],null,[["CIHM0ogKEICAgID-jo6TWw",["CIHM0ogKEICAgID-jo6TWw",10,12,null,null,null,["https://lh3.googleusercontent.com/geougc-cs/AMBA38tKJW3qUo1Ya9X0-fg_gfWgZ175PVa8pHVuA5q1caTqKPOAWqXCWpkgLmTON5Q49FX9rkq96NBVD2rpfqc0TwEhZbVh3TiA4WzImYkAEsCIcg_R_uX6B5cgr5649OJbyjCMsMY",null,[3024,4032]],null,[[3,25.26671805430346,54.67868999404835],[0,90],[3024,4032],75],"XCtsadyOHIm9jLsPvKe0yAs","0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQzCcICigB",["//www.google.com/local/imagery/report/?cb_client\u003dmaps_sv.tactile\u0026image_key\u003d!1e10!2sCIHM0ogKEICAgID-jo6TWw\u0026fid\u003d0x0:0x864c7a232527adb4",null,null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ-y4ICygA"],null,null,null,null,null,null,null,null,null,[null,[10,"CIHM0ogKEICAgID-jo6TWw"],[10,3,[4032,3024]],[null,null,null,null,null,null,null,["Soho Club"]],[null,[[["Merve Esra"],"https://www.google.com/maps/contrib/106136700009407350864?hl\u003des","https://lh3.googleusercontent.com/a-/ALV-UjVHyzEo8fE6FA5WKXpnJruTV7tWH9BKyVhUZw-fRg4rTMyZoFQ7\u003ds120-c-rp-mo-ba4-br100",null,null,"106136700009407350864"]]],[[[2],[[null,null,null,null,1]]]],[2,null,null,null,null,[null,null,null,[7,3]],null,null,[2022,11,29,18,null,null,null,null,["Hace 3 años"]]],["//www.google.com/local/imagery/report/?cb_client\u003dmaps_sv.tactile\u0026image_key\u003d!1e10!2sCIHM0ogKEICAgID-jo6TWw\u0026fid\u003d0x0:0x864c7a232527adb4"]],1,null,null,null,null,null,null,["0","-8769500083031396940"],null,null,[null,1],null,null,null,null,null,null,null,null,null,null,["ChdDSUhNMG9nS0VJQ0FnSUQtam82VDZ3RRAB"]],"CIHM0ogKEICAgID-jo6TWw",1]],null,null,null,null,null,null,null,null,null,null,null,["en","es","inglés","español",1],[["If you want to see a different kind of entertainment night, you can choose this place. it has a small stage but we didn't like their music very much",null,[0,148]],["Si quieres ver una noche de entretenimiento diferente, puedes elegir este lugar. Tiene un escenario pequeño pero no nos gustó mucho su música.",null,[0,142]]]],[null,1669757957000000,1669757957000000,"Hace 3 años",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXRhbTgyVkRaM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXRhbTgyVkRaM1JSQUIQAA%3D%3D"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXRhbTgyVkRaM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXRhbTgyVkRaM1JSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXRhbTgyVkRaM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXRhbTgyVkRaM1JSQUIQAA%3D%3D"],null,["en","es","inglés","español",1],[["Dear Merve Esra Doganci,\n\nMany thanks for making some time to provide the feedback, we really appreciate it.\nWe are sorry to hear you did not like the music as much as we would hope, but at SOHO we try to balance a variety of genres by ensuring resident and non-resident DJ rotation. Unfortunately, the music was not to your liking when you payed us a visit and we are truly sorry to hear that.\nHowever, we encourage you to visit us on different occasions, we hope other DJs will be more to your liking. Also a bigger stage is available regularly on a second dance floor during the shows or when we host more than one DJ - so please don’t miss that opportunity, we would love to hear from you on your music preferences - do not hesitate to contact us, via phone, direct messaging in Google or other social networks - we would be happy to advise which evenings would be the best fit to your taste.\nOnce again, thank you for your feedback and we would be happy to welcome you again.\n\nBest regards,\n\nSOHO",null,[0,104]],["Estimada Merve Esra Doganci:\n\nMuchas gracias por dedicarnos su tiempo para compartir sus comentarios; lo agradecemos enormemente.\nLamentamos que la música no le haya gustado tanto como esperábamos, pero en SOHO intentamos equilibrar la variedad de géneros musicales, garantizando la rotación de DJs residentes y no residentes. Lamentablemente, la música no fue de su agrado cuando nos visitó, y lo lamentamos mucho.\nSin embargo, le animamos a que nos visite en otras ocasiones; esperamos que otros DJs sean más de su agrado. Además, disponemos regularmente de un escenario más grande en una segunda pista de baile durante los espectáculos o cuando invitamos a más de un DJ. No deje pasar esta oportunidad. Nos encantaría conocer sus preferencias musicales. No dude en contactarnos por teléfono, mensaje directo en Google o en otras redes sociales. Estaremos encantados de aconsejarle sobre qué noches se adaptan mejor a sus gustos.\nUna vez más, gracias por sus comentarios y estaremos encantados de darle la bienvenida de nuevo.\n\nAtentamente,\n\nSOHO",null,[0,104]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUQtam82VDZ3RRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgID-jo6T6wE%7CCgwItZeZnAYQ2OjNvAI%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUQtam82VDZ3RRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUQtam82VDZ3RRItChZDSUhNMG9nS0VJQ0FnSUQtam82VEd3EhNDZ3dJdFplWm5BWVEyT2pOdkFJGi4KF0NJSE0wb2dLRUlDQWdJRC1qbzZUbXdFEhNDZ3dJdFplWm5BWVEyT2pOdkFJIhIJAAAAAAAAAAARtK0nJSN6TIYqE0Nnd0l0WmVabkFZUTJPak52QUk\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQoykIDCgC"],null,[null,[[1,2]]]],"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ0pMFCAgoAg"],null,"CAESY0NBRVFJUnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVXB1U2twZlgxOWZSV2hDUm14ZlNUTTFTa0p3ZDIxVVUybHNaMEZCUVVGQlIyZHVPVEk1TkVObGVuUnZVVzFCV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSURlXzdTM21nRRAB",["0x0:0x864c7a232527adb4",null,1666554633501635,1666712495437704,[null,null,["https://www.google.com/maps/contrib/105602587507052821719/reviews?hl\u003des"],null,null,["Serhii 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Само шоу вообще ниочем. Вход 4€ вроде бы, сдерли 6. По окончании шоу музыка не музыка, места потанцевать нет",null,[0,177]],["Un grupo de chavales lo pasan bomba y gritan en trance sobre el escenario. El espectáculo en sí no tiene nada de especial. La entrada cuesta 4 €, creo, nos estafaron 6. Al final del espectáculo, la música no es música, no hay sitio para bailar.",null,[0,244]]]],[null,null,null,null,null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUmxYemRUTTIxblJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUmxYemRUTTIxblJSQUIQAA%3D%3D"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUmxYemRUTTIxblJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUmxYemRUTTIxblJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUmxYemRUTTIxblJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUmxYemRUTTIxblJSQUIQAA%3D%3D"]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSURlXzdTM21nRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgIDe_7S3mgE%7CCgwIr4fgmgYQwKrb0AE%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSURlXzdTM21nRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSURlXzdTM21nRRItChZDSUhNMG9nS0VJQ0FnSURlXzdTM1dnEhNDZ3dJcjRmZ21nWVF3S3JiMEFFGi4KF0NJSE0wb2dLRUlDQWdJRGVfN1MzMmdFEhNDZ3dJaWJiV21nWVF1Sy1aN3dFIhIJAAAAAAAAAAARtK0nJSN6TIYqE0Nnd0lyNGZnbWdZUXdLcmIwQUU\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQoykIESgC"],null,[null,[[1,2]]]],"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ0pMFCA0oAw"],null,"CAESY0NBRVFJaHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVXB1ZFhoZlgxOWZSV2hDUzNCNk9XMXJXRmRpYmxSUmNYVnVhMEZCUVVGQlIyZHVPVEk1T0VObFgwRjRiWEpKV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSURud2RPZ2NnEAE",["0x0:0x864c7a232527adb4",null,1728230081257108,1728230081257108,[null,null,["https://www.google.com/maps/contrib/103256436659253774932/reviews?hl\u003des"],null,null,["Nicolas Dula","https://lh3.googleusercontent.com/a-/ALV-UjW24HUgNGOrg38jnsw7S_pfQopZmScPsUU58aGAHIuNo18AEDYzBA\u003ds120-c-rp-mo-ba7-br100",["https://www.google.com/maps/contrib/103256436659253774932?hl\u003des"],"103256436659253774932",null,1100,8887,null,[1,9,1],109,["Local Guide · 1,1 mil reseñas",null,null,null,null,[null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ7LoGCBMoAA"]]]],null,"Hace un año",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,[["CIHM0ogKEICAgIDnwdOgigE",["CIHM0ogKEICAgIDnwdOgigE",10,12,null,null,null,["https://lh3.googleusercontent.com/geougc-cs/AMBA38tw1JVs4fD3-oLqPx864_HYBHgfVL93bTVTSUYJr0IT_eNrZPU-dSXWhIjHC72-ik-6YMihIdM5G45VW3Gdj8hgxMOouuZzmT4WyNLrced3ziLacB_klXAwpBLOganHBybfYxWxmw",null,[3024,4032]],null,[[3,25.26671805430346,54.67868999404835],[0,90],[3024,4032],75],"XCtsadyOHIm9jLsPvKe0yAs","0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQzCcIFCgB",["//www.google.com/local/imagery/report/?cb_client\u003dmaps_sv.tactile\u0026image_key\u003d!1e10!2sCIHM0ogKEICAgIDnwdOgigE\u0026fid\u003d0x0:0x864c7a232527adb4",null,null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ-y4IFSgA"],null,null,null,null,null,null,null,null,null,[null,[10,"CIHM0ogKEICAgIDnwdOgigE"],[10,3,[4032,3024]],[null,null,null,null,null,null,null,["Soho Club"]],[null,[[["Nicolas Dula"],"https://www.google.com/maps/contrib/103256436659253774932?hl\u003des","https://lh3.googleusercontent.com/a-/ALV-UjW24HUgNGOrg38jnsw7S_pfQopZmScPsUU58aGAHIuNo18AEDYzBA\u003ds120-c-rp-mo-ba7-br100",null,null,"103256436659253774932"]]],[[[2],[[null,null,null,null,1]]]],[2,null,null,null,null,[null,null,null,[7,3]],null,null,[2024,10,6,15,null,null,null,null,["Hace un año"]]],["//www.google.com/local/imagery/report/?cb_client\u003dmaps_sv.tactile\u0026image_key\u003d!1e10!2sCIHM0ogKEICAgIDnwdOgigE\u0026fid\u003d0x0:0x864c7a232527adb4"]],1,null,null,null,null,null,null,["0","-8769500083031396940"],null,null,[null,1],null,null,null,null,null,null,null,null,null,null,["ChZDSUhNMG9nS0VJQ0FnSURud2RPZ2NnEAE"]],"CIHM0ogKEICAgIDnwdOgigE",1]],null,null,null,[[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ3IcHCBYoAg",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ3IcHCBcoAw",null,null,null,[5],null,2,null,1]],null,null,null,null,null,null,null,["en","es","inglés","español",1],[["Great queer club! Excellent drinks, cool staff and a good dance floor.",null,[0,70]],["¡Un club gay genial! Excelentes bebidas, personal genial y una pista de baile fantástica.",null,[0,89]]]],[null,1728232483000000,1728232483000000,"Hace un año",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUnVkMlJQWjJObkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUnVkMlJQWjJObkVBRRAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUnVkMlJQWjJObkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUnVkMlJQWjJObkVBRRAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUnVkMlJQWjJObkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUnVkMlJQWjJObkVBRRAA"],null,["en","es","inglés","español",1],[["Dear Nicolas Dula,\n\nThank you so much for your amazing feedback! We hope to see you back soon for more great nights at Soho Club!\n\nBest regards,\nSoho Club Team\n\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius",null,[0,97]],["Estimado Nicolas Dula:\n\n¡Muchísimas gracias por tus fantásticos comentarios! ¡Esperamos verte pronto de nuevo en Soho Club para disfrutar de más noches inolvidables!\n\nUn cordial saludo,\n\nEquipo de Soho Club\n\nSvitrigailos 7, Vilnius\n\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius",null,[0,103]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSURud2RPZ2NnEAE!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgIDnwdOgcg%7CCgsIweWKuAYQoNDMeg%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSURud2RPZ2NnEAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSURud2RPZ2NnEi0KF0NJSE0wb2dLRUlDQWdJRG53ZE9nOGdFEhJDZ3NJd2VXS3VBWVFvTkRNZWcaLAoWQ0lITTBvZ0tFSUNBZ0lEbndkT2dDZxISQ2dzSXdlV0t1QVlRb05ETWVnIhIJAAAAAAAAAAARtK0nJSN6TIYqEkNnc0l3ZVdLdUFZUW9ORE1lZw\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQoykIGCgE"],null,[null,[[1,0]]]],"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ0pMFCBIoBA"],null,"CAESY0NBRVFJeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVXRsVG5oZlgxOWZSV2hCTjJaNFJFcEdiVFZuUnpGTE1rTmtRVUZCUVVGQlIyZHVPVE5EUlVOaVdqRXhkbEpaV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VNencyWS1lMExmSzh3RRAB",["0x0:0x864c7a232527adb4",null,1748727846852893,1748727846852893,[null,null,["https://www.google.com/maps/contrib/105358270537037578581/reviews?hl\u003des"],null,null,["Rokas","https://lh3.googleusercontent.com/a-/ALV-UjWI93NdwNhBi1b8O-5WyI9yOQl7Y24oppnU6Avz1vIdGgO99g4q\u003ds120-c-rp-mo-ba4-br100",["https://www.google.com/maps/contrib/105358270537037578581?hl\u003des"],"105358270537037578581",null,159,57,null,[1,6,1],385,["Local Guide · 159 reseñas",null,null,null,null,[null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ7LoGCBooAA"]]]],null,"Hace 7 meses",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,[[["GUIDED_DINING_PRICE_RANGE"],"¿Cuánto dinero gastaste por persona?",[[[["E:EUR_30_TO_35"],"30-35 €",2,null,"De 30 € a 35 €","0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ3YcHCBwoAA"]],1],null,null,"Precio por persona",null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ3IcHCBsoAQ",null,null,null,null,null,1,[[2]],2],[["GUIDED_DINING_FOOD_ASPECT"],"Comida",null,null,null,"Comida",null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ3IcHCB0oAg",null,null,null,[4],null,2,null,1],[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ3IcHCB4oAw",null,null,null,[4],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ3IcHCB8oBA",null,null,null,[5],null,2,null,1]],null,null,null,null,null,null,null,["en","es","inglés","español",1],[["Great place to relax- does not matter u are gay or straight. Strong coctails, great music, relaxing athmosphere.",null,[0,112]],["Un lugar genial para relajarse, sin importar si eres gay o heterosexual. Cócteles fuertes, buena música y un ambiente relajante.",null,[0,128]]]],[null,1749475096000000,1749475103000000,"Hace 7 meses",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZOZW5jeVdTMWxNRXhtU3poM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZOZW5jeVdTMWxNRXhtU3poM1JSQUIQAA%3D%3D"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZOZW5jeVdTMWxNRXhtU3poM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZOZW5jeVdTMWxNRXhtU3poM1JSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZOZW5jeVdTMWxNRXhtU3poM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZOZW5jeVdTMWxNRXhtU3poM1JSQUIQAA%3D%3D"],null,["en","es","inglés","español",1],[["Thank you, Rokas!\nWe’re glad you enjoyed the music, vibes, and cocktails - we always aim to keep the energy high and the atmosphere welcoming to everyone. Hope to see you again for more good times! 💃🍸 \n#TheQueerClub #UnforgettableVibes #GoodEmotions #SohoVilnius",null,[0,176]],["¡Gracias, Rokas!\nNos alegra que hayas disfrutado de la música, el ambiente y los cócteles. Siempre buscamos mantener la energía alta y un ambiente acogedor para todos. ¡Esperamos verte de nuevo para disfrutar de más buenos momentos! 💃🍸\n#TheQueerClub #VibracionesInolvidables #BuenasEmociones #SohoVilnius",null,[0,167]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VNencyWS1lMExmSzh3RRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEMzw2Y-e0LfK8wE%7CCgwIpvDtwQYQyLrYlgM%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VNencyWS1lMExmSzh3RRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VNencyWS1lMExmSzh3RRItChZDSUhNMG9nS0VMQ0cyX3YzdE9EX1ZnEhNDZ3dJcHZEdHdRWVF5THJZbGdNGi0KFkNJSE0wb2dLRUlYYXZKWGt3SldrTkESE0Nnd0lwdkR0d1FZUXlMcllsZ00iEgkAAAAAAAAAABG0rSclI3pMhioTQ2d3SXB2RHR3UVlReUxyWWxnTQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQoykIICgF"],null,[null,[[1,0]]]],"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ0pMFCBkoBQ"],null,"CAESY0NBRVFKQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVXhMUTJSZlgxOWZSV2hDVVdsTk5GbzVTaTF1Vm1Ka2R6Sk9ORUZCUVVGQlIyZHVPVE5HWTBOaFRtVjVjVVJ6V1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VOcmdsLUNQOU5iZ3RRRRAB",["0x0:0x864c7a232527adb4",null,1748711240260864,1748711240260864,[null,null,["https://www.google.com/maps/contrib/102982749244041361079/reviews?hl\u003des"],null,null,["MOHAMMED MSAOURI","https://lh3.googleusercontent.com/a-/ALV-UjX8-pGhxyKJz3XOB5Ej_RM1hoCZLynh_qsu8DAa96m6CUfK1tI\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/102982749244041361079?hl\u003des"],"102982749244041361079",null,4,0,null,[0,3,1],0,["4 reseñas",null,null,null,null,[null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ7LoGCCIoAA"]]]],null,"Hace 7 meses",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,[[["GUIDED_DINING_FOOD_ASPECT"],"Comida",null,null,null,"Comida",null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ3IcHCCMoAQ",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ3IcHCCQoAg",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ3IcHCCUoAw",null,null,null,[5],null,2,null,1]],null,null,null,null,null,null,null,["en","es","inglés","español",1],[["I had the best night in my life\nAmazing atmosphere\nEveryone is Super friendly\nCan’t wait to come again 💕",null,[0,104]],["Tuve la mejor noche de mi vida.\nUn ambiente increíble.\nTodos son súper amables.\n¡Qué ganas de volver! 💕",null,[0,103]]]],[null,1749475141000000,1749475141000000,"Hace 7 meses",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZPY21kc0xVTlFPVTVpWjNSUlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZPY21kc0xVTlFPVTVpWjNSUlJSQUIQAA%3D%3D"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZPY21kc0xVTlFPVTVpWjNSUlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZPY21kc0xVTlFPVTVpWjNSUlJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZPY21kc0xVTlFPVTVpWjNSUlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZPY21kc0xVTlFPVTVpWjNSUlJSQUIQAA%3D%3D"],null,["en","es","inglés","español",1],[["Thank you, Mohammed! We’re so happy to hear your night was unforgettable – that’s exactly what we aim for at Soho. You’re always welcome back for more fun, good energy, and good vibes! 💕✨",null,[0,187]],["¡Gracias, Mohammed! Nos alegra mucho saber que tu noche fue inolvidable; eso es precisamente lo que buscamos en Soho. ¡Siempre serás bienvenido para más diversión, buena energía y buen rollo! 💕✨",null,[0,194]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VOcmdsLUNQOU5iZ3RRRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKENrgl-CP9NbgtQE%7CCgsIyO7swQYQgPCxfA%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VOcmdsLUNQOU5iZ3RRRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VOcmdsLUNQOU5iZ3RRRRIsChZDSUhNMG9nS0VOV0x1S3lSZ1BtZFB3EhJDZ3NJeU83c3dRWVFnUEN4ZkEaLQoXQ0lITTBvZ0tFTERqcnNIcGk3Nk54QUUSEkNnc0l5Tzdzd1FZUWdQQ3hmQSISCQAAAAAAAAAAEbStJyUjekyGKhJDZ3NJeU83c3dRWVFnUEN4ZkE\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQoykIJigE"],null,[null,[[1,0]]]],"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ0pMFCCEoBg"],null,"CAESY0NBRVFKUnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVXcwVUZaZlgxOWZSV2hDUkdSSFMwUTVNMUkxUVRGak0yNUpiMEZCUVVGQlIyZHVPVE5KT0VOaFRtbDNSR0p6V1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUNteVlMTm5BRRAB",["0x0:0x864c7a232527adb4",null,1641069482766761,1641069482766761,[null,null,["https://www.google.com/maps/contrib/110872398490003420687/reviews?hl\u003des"],null,null,["Dina Mihle","https://lh3.googleusercontent.com/a/ACg8ocLQQduqk-Gdpu4u3MX6dMGedO3SNR5RyjDmK65y16O9amCdtA\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/110872398490003420687?hl\u003des"],"110872398490003420687",null,3,0,null,[0,3,1],2,["3 reseñas",null,null,null,null,[null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ7LoGCCgoAA"]]]],null,"Hace 4 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["en","es","inglés","español",1],[["Great place, with good atmosphere. Either you are the queen on the dance floor, or prefer a more chill vibe - you’ll find different areas for your mood.\nI ended up losing my phone, but they contacted me the next day so I could come right over and get it back.\nDefinitely a place I’ll visit again if I’m in Vilnius.",null,[0,231]],["Un lugar genial, con buen ambiente. Tanto si eres la reina de la pista como si prefieres un ambiente más relajado, encontrarás diferentes zonas para todos los gustos.\nAl final perdí mi teléfono, pero me contactaron al día siguiente para que pudiera ir enseguida a buscarlo.\nSin duda, un lugar que volveré si estoy en Vilna.",null,[0,166]]]],[null,1645792565000000,1645792565000000,"Hace 3 años",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTnRlVmxNVG01QlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTnRlVmxNVG01QlJSQUIQAA%3D%3D"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTnRlVmxNVG01QlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTnRlVmxNVG01QlJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTnRlVmxNVG01QlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTnRlVmxNVG01QlJSQUIQAA%3D%3D"],null,["en","es","inglés","español",1],[["Dear, Dina Mihle\n\nThank you for taking the time to leave your review. Looking forward to seeing you again\n\nBest regards,\n\nSOHO Team",null,[0,95]],["Estimada Dina Mihle\n\nGracias por tomarse el tiempo para dejar su reseña. Esperamos verla de nuevo.\n\nSaludos cordiales,\n\nEquipo SOHO",null,[0,98]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUNteVlMTm5BRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgICmyYLNnAE%7CCgwIqvfCjgYQqLDP7QI%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUNteVlMTm5BRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUNteVlMTm5BRRItChZDSUhNMG9nS0VJQ0FnSUNteVlMTlhBEhNDZ3dJcXZmQ2pnWVFxTERQN1FJGi4KF0NJSE0wb2dLRUlDQWdJQ215WUxOM0FFEhNDZ3dJcXZmQ2pnWVFxTERQN1FJIhIJAAAAAAAAAAARtK0nJSN6TIYqE0Nnd0lxdmZDamdZUXFMRFA3UUk\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQoykIKSgB"],null,[null,[[1,4]]]],"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ0pMFCCcoBw"],null,"CAESY0NBRVFKaHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVTFCVEZaZlgxOWZSV2hCYldaVVRsRjFka3QxTm5BMVRXbFhRVUZCUVVGQlIyZHVPVE5LYTBOblpXbHBOMUJGV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSURadzdiY01BEAE",["0x0:0x864c7a232527adb4",null,1696678548177885,1696678548177885,[null,null,["https://www.google.com/maps/contrib/108516190561551764484/reviews?hl\u003des"],null,null,["Tomas","https://lh3.googleusercontent.com/a/ACg8ocLKV_CWpC5XcnTcLBH7Elu-_yRqJlpSVH25QCfuT26GEFKW2s8\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/108516190561551764484?hl\u003des"],"108516190561551764484",null,6,0,null,[0,3,1],1,["6 reseñas",null,null,null,null,[null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ7LoGCCsoAA"]]]],null,"Hace 2 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[1],null,null,null,null,null,null,null,null,null,null,null,null,null,["en","es","inglés","español",1],[["Yesterday we were looking to have some fun and decided to visit this club. At first everything seemed kinda okay, although, we missed the smile on staff’s faces. Later on, I wanted to take my coat back and third time the woman, who was working at the coat check rudely refused to give my coat back. Excuse me, but since when there is some kind of limit of taking your belongings back!? We were also incredibly dissatisfied with the staff at the bar. We asked for a San Francisco cocktail and a bartender did not even know what that is and told us to look at the menu. We were trying to make a chat and asked what they would recommend or what is popular here, however, the girl from the bar coldly repeated to look at the menu. Speaking of the music, the taste of music itself was otherwise okay, but it was obvious that the Dj was without experience and doesn’t understand the basics of Dj’ing (Synchronizing 2 songs at once, going from one song to the other so that there is no pause). It felt like the music was just going by itself from the playlist and all the dj did was turning some effects before the drops and thats it. Overall, the environment its self is pretty cozy and chill but the service is tragedy. People working there clearly hate the job and do not give a damn about customers.",null,[0,235]],["Ayer buscábamos divertirnos y decidimos visitar este club. Al principio todo parecía estar bien, aunque echamos de menos la sonrisa del personal. Más tarde, quise devolver mi abrigo y, por tercera vez, la mujer del guardarropa se negó bruscamente. Disculpen, ¿pero desde cuándo hay un límite para devolver las pertenencias? También quedamos muy insatisfechos con el personal del bar. Pedimos un cóctel San Francisco y un camarero ni siquiera sabía qué era y nos dijo que miráramos la carta. Intentamos charlar y preguntamos qué recomendaban o qué era popular por allí, pero la chica del bar nos repitió fríamente que miráramos la carta. Hablando de música, por lo demás estaba bien, pero era evidente que el DJ no tenía experiencia y no entendía los fundamentos de pinchar (sincronizar dos canciones a la vez, pasando de una a otra sin pausas). Parecía que la música salía sola de la lista de reproducción y el DJ solo ponía algunos efectos antes de los drops, y ya está. En general, el ambiente es bastante acogedor y tranquilo, pero el servicio es pésimo. La gente que trabaja allí claramente odia su trabajo y no les importan los clientes.",null,[0,234]]]],[null,1696684338000000,1696684338000000,"Hace 2 años",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUmFkemRpWTAxQkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUmFkemRpWTAxQkVBRRAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUmFkemRpWTAxQkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUmFkemRpWTAxQkVBRRAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUmFkemRpWTAxQkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUmFkemRpWTAxQkVBRRAA"],null,["en","es","inglés","español",1],[["Thank you for sharing your feedback regarding your recent visit to Soho Club. We value all feedback as it helps us improve and better cater to our guests.\nWe understand that there may have been some aspects of your visit that didn't meet your expectations, especially during busy times when there are queues. Our club has been in operation for 17 years, and while we strive to provide excellent service to all our guests, there may be instances where we fall short.\nOur cloakroom service is complimentary, a rare feature in many clubs, and is strategically placed at the entrance to ensure a smooth flow of guests entering and exiting, especially during peak hours. The process of ticketing, distributing ticket bracelets, and taking coats is structured to maintain an orderly and enjoyable environment for everyone. We believe that having such rules in place is crucial for ensuring a pleasant experience for all our guests.\nRegarding the bar service, we have a vast menu (https://sohoclub.lt/bar-menu) which we encourage our guests to explore. Our bartenders, whom have been with us for many years, are usually adept at recommending popular and delightful choices from our menu, especially during busy periods.\nWe are sorry to hear that the DJ on the night of your visit did not meet your expectations. We have a rotating schedule of DJs throughout the month to cater to different musical tastes. We invite you to check our DJ agenda on our website, as we believe you may find a DJ or event that suits your taste in music.\nWe take pride in the positive reviews we have received over the years, reflecting our continuous effort to offer a memorable experience to our patrons. Customer satisfaction is our priority, and we are committed to improving our services to meet and exceed expectations.\nWe hope to have the opportunity to welcome you back to Soho Club and provide a better experience on your next visit.\nSoho Club Team\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius",null,[0,232]],["Gracias por compartir sus comentarios sobre su reciente visita a Soho Club. Valoramos todos sus comentarios, ya que nos ayudan a mejorar y atender mejor a nuestros clientes.\nEntendemos que algunos aspectos de su visita no cumplieron con sus expectativas, especialmente en horas punta, cuando hay colas. Nuestro club lleva 17 años en funcionamiento y, si bien nos esforzamos por brindar un servicio excelente a todos nuestros clientes, puede haber ocasiones en las que no cumplamos con nuestras expectativas.\nNuestro servicio de guardarropa es gratuito, una característica poco común en muchos clubes, y está estratégicamente ubicado en la entrada para garantizar una entrada y salida fluidas, especialmente en horas punta. El proceso de venta de entradas, distribución de pulseras y recogida de abrigos está estructurado para mantener un ambiente ordenado y agradable para todos. Creemos que contar con estas normas es crucial para garantizar una experiencia agradable para todos nuestros clientes.\nEn cuanto al servicio de bar, disponemos de una amplia carta (https://sohoclub.lt/bar-menu) que animamos a nuestros clientes a explorar. Nuestros bármanes, con muchos años de experiencia, suelen recomendar opciones populares y deliciosas de nuestro menú, especialmente durante las horas punta.\nLamentamos que el DJ de su visita no haya cumplido con sus expectativas. Tenemos un programa rotativo de DJs a lo largo del mes para satisfacer diferentes gustos musicales. Le invitamos a consultar nuestra agenda de DJs en nuestra página web; creemos que puede encontrar un DJ o evento que se adapte a sus gustos musicales.\nNos enorgullecemos de las reseñas positivas que hemos recibido a lo largo de los años, lo que refleja nuestro esfuerzo continuo por ofrecer una experiencia memorable a nuestros clientes. La satisfacción del cliente es nuestra prioridad y nos comprometemos a mejorar nuestros servicios para cumplir y superar sus expectativas.\nEsperamos tener la oportunidad de darle la bienvenida de nuevo a Soho Club y brindarle una mejor experiencia en su próxima visita.\nEquipo de Soho Club\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius",null,[0,173]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSURadzdiY01BEAE!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgIDZw7bcMA%7CCgsIlIWFqQYQyJ7pVA%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSURadzdiY01BEAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSURadzdiY01BEi0KF0NJSE0wb2dLRUlDQWdJRFp3N2Jjc0FFEhJDZ3NJbElXRnFRWVF5SjdwVkEaLAoWQ0lITTBvZ0tFSUNBZ0lEWnc3YmNjQRISQ2dzSWxJV0ZxUVlReUo3cFZBIhIJAAAAAAAAAAARtK0nJSN6TIYqEkNnc0lsSVdGcVFZUXlKN3BWQQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQoykILCgB"],null,[null,[[1,3]]]],"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ0pMFCCooCA"],null,"CAESY0NBRVFKeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVTFVYVVSZlgxOWZSV2hCTVVkWWFVZG9PWFJPVmtaM1VVOWhSVUZCUVVGQlIyZHVPVE5NUVVOa1VGbFVOMU0wV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSURWbHFHeXZ3RRAB",["0x0:0x864c7a232527adb4",null,1702411335060106,1702411335060106,[null,null,["https://www.google.com/maps/contrib/108334214760520042116/reviews?hl\u003des"],null,null,["Eivūnas _","https://lh3.googleusercontent.com/a-/ALV-UjVVx-cNtGbt5FYiJPE6VqRECfHBQUedRXh2hd7WEJVSpCSnqw\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/108334214760520042116?hl\u003des"],"108334214760520042116",null,1,0,null,[0,2,1],0,["1 reseña",null,null,null,null,[null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ7LoGCC4oAA"]]]],null,"Hace 2 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,[[["GUIDED_DINING_FOOD_ASPECT"],"Comida",null,null,null,"Comida",null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ3IcHCC8oAQ",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ3IcHCDAoAg",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ3IcHCDEoAw",null,null,null,[5],null,2,null,1]],null,null,null,null,null,null,null,["lt","es","lituano","español",1],[["Šiame klube galima jaustis savimi, atsipalaiduoji pilna programa, niekas nebado tavęs akimis, niekas neapkalba nes visi kurie atėjo čia nebijo pasirodyti tokiais kokiais esa. Muzika, klubas, kokteiliai, ir viskas kas yra šiame klube 10+/10!",null,[0,240]],["En este club puedes sentirte como eres, relajarte, hay un programa completo, nadie te mira fijamente, nadie chismorrea porque todos los que vienen aquí no tienen miedo de mostrarse tal como son. ¡Música, discoteca, cócteles y todo en este club es de primera!",null,[0,258]]]],[null,1709812273000000,1709812273000000,"Hace un año",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUldiSEZIZVhaM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUldiSEZIZVhaM1JSQUIQAA%3D%3D"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUldiSEZIZVhaM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUldiSEZIZVhaM1JSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUldiSEZIZVhaM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUldiSEZIZVhaM1JSQUIQAA%3D%3D"],null,["en","es","inglés","español",1],[["Dear Eivūnas,\n\nThank you for sharing such a heartwarming review! We’re thrilled to hear that Soho Club has provided you with a space where you can truly be yourself and relax to the fullest. \n\nOur goal is to create an environment where everyone feels welcome, respected, and free from judgment. Knowing that you appreciate the music, club atmosphere, and cocktails so highly means a lot to us. \n\nYour rating of 10+/10 is the highest compliment we could receive! We look forward to continuing to provide you with exceptional experiences on your future visits.\n\nBest regards,\n\nSoho Club Team\n\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius\n\n",null,[0,92]],["Estimado/a Eivūnas:\n\n¡Muchas gracias por compartir una reseña tan conmovedora! Nos alegra saber que Soho Club te ha brindado un espacio donde puedes ser tú mismo/a y relajarte al máximo.\n\nNuestro objetivo es crear un ambiente donde todos se sientan bienvenidos, respetados y libres de prejuicios. Saber que aprecias tanto la música, el ambiente del club y los cócteles significa mucho para nosotros.\n\n¡Tu puntuación de 10+/10 es el mayor halago que podríamos recibir! Esperamos seguir ofreciéndote experiencias excepcionales en tus futuras visitas.\n\nSaludos cordiales,\n\nEquipo de Soho Club\n\nSvitrigailos 7, Vilnius\n\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius\n\n",null,[0,99]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSURWbHFHeXZ3RRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgIDVlqGyvwE%7CCgsIx_jiqwYQkMrUHA%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSURWbHFHeXZ3RRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSURWbHFHeXZ3RRIsChZDSUhNMG9nS0VJQ0FnSURWbHFHeWZ3EhJDZ3NJeF9qaXF3WVFrTXJVSEEaLQoXQ0lITTBvZ0tFSUNBZ0lEVmxxR3lfd0USEkNnc0l4X2ppcXdZUWtNclVIQSISCQAAAAAAAAAAEbStJyUjekyGKhJDZ3NJeF9qaXF3WVFrTXJVSEE\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQoykIMigE"],null,[null,[[1,4]]]],"0ahUKEwjcrI7F7JOSAxWJHmMBHbwTDbkQ0pMFCC0oCQ"],null,"CAESY0NBRVFLQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVTFXV25KZlgxOWZSV2hEUzFsRVZWWkxkWGsxU2xGT1NqZFZWVUZCUVVGQlIyZHVPVE5NVFVOak5rSm5hVzF6V1VGRFNVRQ\u003d\u003d"]]] \ No newline at end of file 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empresa?",null,[[[["E:LEGACY_SERVICES_ASPECTS_PROFESSIONALISM"],"Profesionalidad",2,null,null,"0ahUKEwianY6CsJ2SAxVfRYQGHcslHnMQ3YcHCAUoAA"]]],null,"Aspectos positivos",null,"0ahUKEwianY6CsJ2SAxVfRYQGHcslHnMQ3IcHCAQoAQ",null,null,null,null,null,3,null,2]],null,null,null,null,null,null,null,["es"],[["Muy amables, profesional, cliente para toda la vida.",null,[0,52]]]],[null,1592597162000000,1592597162000000,"Hace 5 años",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUmpiRjlwV25KblJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUmpiRjlwV25KblJSQUIQAA%3D%3D"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUmpiRjlwV25KblJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUmpiRjlwV25KblJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUmpiRjlwV25KblJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUmpiRjlwV25KblJSQUIQAA%3D%3D"],null,["es"],[["Muchas gracias Marcelo es un placer recibirlo y nos alegra tenerlo a nuestro lado un fuerte abrazo.",null,[0,99]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSURjbF9pWnJnRRAB!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgIDcl_iZrgE%7CCgwI_c-z9wUQyO-xsQE%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSURjbF9pWnJnRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSURjbF9pWnJnRRItChZDSUhNMG9nS0VJQ0FnSURjbF9pWmJnEhNDZ3dJX2Mtejl3VVF5Ty14c1FFGi4KF0NJSE0wb2dLRUlDQWdJRGNsX2laN2dFEhNDZ3dJX2Mtejl3VVF5Ty14c1FFIhIJAAAAAAAAAAARcpyQuQGW-IUqE0Nnd0lfYy16OXdVUXlPLXhzUUU\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwianY6CsJ2SAxVfRYQGHcslHnMQoykIBigC"],null,[null,[[1,0]]]],"0ahUKEwianY6CsJ2SAxVfRYQGHcslHnMQ0pMFCAIoAA"],null,"CAESY0NBRVFIeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZURzFyYUVKbVgxOWZSV2hFZURsSFF6RlBWR2RYU2kxWExXUlNjMEZCUVVGQlIyZHVPVGhJYjBOcVZFdFdlV3ROV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUNsbGF1QTN3RRAB",["0x0:0x85f89601b9909c72",null,1700738232717148,1700738232717148,[null,null,["https://www.google.com/maps/contrib/113686972979961549419/reviews?hl\u003des"],null,null,["Cristobal 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tiene",null,[0,34]]]],[null,null,null,null,null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTnNiR0YxUVROM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTnNiR0YxUVROM1JSQUIQAA%3D%3D"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTnNiR0YxUVROM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTnNiR0YxUVROM1JSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTnNiR0YxUVROM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTnNiR0YxUVROM1JSQUIQAA%3D%3D"]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUNsbGF1QTN3RRAB!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgICllauA3wE%7CCgwIuOn8qgYQ4J771QI%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUNsbGF1QTN3RRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUNsbGF1QTN3RRItChZDSUhNMG9nS0VJQ0FnSUNsbGF1QVB3EhNDZ3dJdU9uOHFnWVE0Sjc3MVFJGi4KF0NJSE0wb2dLRUlDQWdJQ2xsYXVBdndFEhNDZ3dJdU9uOHFnWVE0Sjc3MVFJIhIJAAAAAAAAAAARcpyQuQGW-IUqE0Nnd0l1T244cWdZUTRKNzcxUUk\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwianY6CsJ2SAxVfRYQGHcslHnMQoykICSgB"],null,[null,[[1,1]]]],"0ahUKEwianY6CsJ2SAxVfRYQGHcslHnMQ0pMFCAcoAQ"],null,"CAESY0NBRVFJQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZUSEY0TWs1ZlgxOWZSV2hDTUMxdk5sQjVOMDlNTkhkb1lrUkpNRUZCUVVGQlIyZHVPVGgzYzBOa1FWRmhSRzVKV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUMteVotMmpRRRAB",["0x0:0x85f89601b9909c72",null,1667820889372924,1667820889372924,[null,null,["https://www.google.com/maps/contrib/109135413772678005958/reviews?hl\u003des"],null,null,["C 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años",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXRlVm90TW1wUlJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXRlVm90TW1wUlJSQUIQAA%3D%3D"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXRlVm90TW1wUlJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXRlVm90TW1wUlJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXRlVm90TW1wUlJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXRlVm90TW1wUlJSQUIQAA%3D%3D"],null,["es"],[["Muchas gracias por la 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5 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["es"],[["No te puedes morir sin ir antes 💈✨",null,[0,34]]]],[null,1615243381000000,1615243381000000,"Hace 4 años",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUkRka3RMYWxWbkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUkRka3RMYWxWbkVBRRAA"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUkRka3RMYWxWbkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUkRka3RMYWxWbkVBRRAA"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUkRka3RMYWxWbkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUkRka3RMYWxWbkVBRRAA"],null,["es"],[["Gracias Camilo un fuerte 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años",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUnZibkV0VG5GM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUnZibkV0VG5GM1JSQUIQAA%3D%3D"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUnZibkV0VG5GM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUnZibkV0VG5GM1JSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUnZibkV0VG5GM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUnZibkV0VG5GM1JSQUIQAA%3D%3D"],null,["es"],[["Muchas gracias por su valoración.",null,[0,33]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSURvbnEtTnF3RRAB!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgIDonq-NqwE%7CCgwIk4645AUQ4KTrrQM%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSURvbnEtTnF3RRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSURvbnEtTnF3RRIuChdDSUhNMG9nS0VJQ0FnSURvbnFfenpBRRITQ2d3SWs0NjQ1QVVRNEtUcnJRTRotChZDSUhNMG9nS0VJQ0FnSURvbnFfekxBEhNDZ3dJazQ2NDVBVVE0S1RyclFNIhIJAAAAAAAAAAARcpyQuQGW-IUqE0Nnd0lrNDY0NUFVUTRLVHJyUU0\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwianY6CsJ2SAxVfRYQGHcslHnMQoykIGSgB"],null,[null,[[1,0]]]],"0ahUKEwianY6CsJ2SAxVfRYQGHcslHnMQ0pMFCBcoBA"],null,"CAESY0NBRVFJeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZUREo1ZUhoMlgxOWZSV2hEVTNwVFoxbEhOR05qWVdaU1NEQjRjMEZCUVVGQlIyZHVPUzF0UVVOc2JsVXdWMnRKV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSUNCZ2NDWmJREAE",["0x0:0x85f89601b9909c72",null,1672132433716850,1672132433716850,[null,null,["https://www.google.com/maps/contrib/112866472164968267288/reviews?hl\u003des"],null,null,["Noelia Lopez","https://lh3.googleusercontent.com/a-/ALV-UjW9YllTAFvbH-hAMp_oS5uZwswKCdEPIY6NTt4Qq7fRBZg5Sowu\u003ds120-c-rp-mo-ba2-br100",["https://www.google.com/maps/contrib/112866472164968267288?hl\u003des"],"112866472164968267288",null,21,5,null,[1,4,1],0,["Local Guide · 21 reseñas",null,null,null,null,[null,"0ahUKEwianY6CsJ2SAxVfRYQGHcslHnMQ7LoGCBsoAA"]]]],null,"Hace 3 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["es"],[["Buen servicio",null,[0,13]]]],[null,1680171279000000,1680171279000000,"Hace 2 años",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTkNaMk5EV21KUkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTkNaMk5EV21KUkVBRRAA"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTkNaMk5EV21KUkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTkNaMk5EV21KUkVBRRAA"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTkNaMk5EV21KUkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTkNaMk5EV21KUkVBRRAA"],null,["es"],[["Muchísimas gracias por la valoración Noelia ",null,[0,44]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUNCZ2NDWmJREAE!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgICBgcCZbQ%7CCgwI0e6qnQYQ0Ibp1QI%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSUNCZ2NDWmJREAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSUNCZ2NDWmJREi4KF0NJSE0wb2dLRUlDQWdJQ0JnY0NaN1FFEhNDZ3dJMGU2cW5RWVEwSWJwMVFJGi0KFkNJSE0wb2dLRUlDQWdJQ0JnY0NaSFESE0Nnd0kwZTZxblFZUTBJYnAxUUkiEgkAAAAAAAAAABFynJC5AZb4hSoTQ2d3STBlNnFuUVlRMElicDFRSQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwianY6CsJ2SAxVfRYQGHcslHnMQoykIHCgB"],null,[null,[[1,0]]]],"0ahUKEwianY6CsJ2SAxVfRYQGHcslHnMQ0pMFCBooBQ"],null,"CAESY0NBRVFKQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZUREkwVlU1UVgxOWZSV2hFTWpkZk1HTmlSRkV3TkZOVE5UbG5ZMEZCUVVGQlIyZHVPUzF0TkVObGNUQnFOazF6V1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUNLemZET2xBRRAB",["0x0:0x85f89601b9909c72",null,1618395576079428,1618395576079428,[null,null,["https://www.google.com/maps/contrib/100268650497479671578/reviews?hl\u003des"],null,null,["Jordi 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años",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTkxlbVpFVDJ4QlJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTkxlbVpFVDJ4QlJSQUIQAA%3D%3D"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTkxlbVpFVDJ4QlJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTkxlbVpFVDJ4QlJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTkxlbVpFVDJ4QlJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTkxlbVpFVDJ4QlJSQUIQAA%3D%3D"],null,["es"],[["Muchas gracias don Jordi siempre es un placer atenderlo saludos",null,[0,63]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUNLemZET2xBRRAB!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgICKzfDOlAE%7CCgsIuIPbgwYQoPPvJQ%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUNLemZET2xBRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUNLemZET2xBRRIsChZDSUhNMG9nS0VJQ0FnSUNLemZET1ZBEhJDZ3NJdUlQYmd3WVFvUFB2SlEaLQoXQ0lITTBvZ0tFSUNBZ0lDS3pmRE8xQUUSEkNnc0l1SVBiZ3dZUW9QUHZKUSISCQAAAAAAAAAAEXKckLkBlviFKhJDZ3NJdUlQYmd3WVFvUFB2SlE\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwianY6CsJ2SAxVfRYQGHcslHnMQoykIHygB"],null,[null,[[1,0]]]],"0ahUKEwianY6CsJ2SAxVfRYQGHcslHnMQ0pMFCB0oBg"],null,"CAESY0NBRVFKUnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZURFJGWWtGMlgxOWZSV2hFWDI0M01rTlhVazlwTjB4cmVYSmZORUZCUVVGQlIyZHVPUzE1WjBOb2VrRmlVMUJCV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUNpbXZlbl9RRRAB",["0x0:0x85f89601b9909c72",null,1603989498961513,1603989498961513,[null,null,["https://www.google.com/maps/contrib/104695884166747241348/reviews?hl\u003des"],null,null,["Adrián 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años",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTnBiWFpsYmw5UlJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTnBiWFpsYmw5UlJSQUIQAA%3D%3D"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTnBiWFpsYmw5UlJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTnBiWFpsYmw5UlJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTnBiWFpsYmw5UlJSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTnBiWFpsYmw5UlJSQUIQAA%3D%3D"],null,["es"],[["Muchas gracias Adrián, siempre tratamos de hacerlo lo mejor posible 🙌🏽",null,[0,70]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUNpbXZlbl9RRRAB!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgICimven_QE%7CCgwI-t_r_AUQqIy-ygM%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUNpbXZlbl9RRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUNpbXZlbl9RRRItChZDSUhNMG9nS0VJQ0FnSUNpbXZlbkF3EhNDZ3dJLXRfcl9BVVFxSXkteWdNGi4KF0NJSE0wb2dLRUlDQWdJQ2ltdmVuZ3dFEhNDZ3dJLXRfcl9BVVFxSXkteWdNIhIJAAAAAAAAAAARcpyQuQGW-IUqE0Nnd0ktdF9yX0FVUXFJeS15Z00\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwianY6CsJ2SAxVfRYQGHcslHnMQoykIIigB"],null,[null,[[1,0]]]],"0ahUKEwianY6CsJ2SAxVfRYQGHcslHnMQ0pMFCCAoBw"],null,"CAESY0NBRVFKaHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZURFJhYzBVelgxOWZSV2hET0ZwTWMwYzFaemQzWVY5MlJtSnRVVUZCUVVGQlIyZHVPUzB4ZDBOcGIzSkhhelkwV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSUNSeXVHeFhBEAE",["0x0:0x85f89601b9909c72",null,1680132483391480,1680132483391480,[null,null,["https://www.google.com/maps/contrib/108731472327019410324/reviews?hl\u003des"],null,null,["Iker 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tan mala para poner esta reseña. ",null,[0,118]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUNSeXVHeFhBEAE!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgICRyuGxXA%7CCgwIg5OToQYQwIXWugE%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSUNSeXVHeFhBEAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSUNSeXVHeFhBEi4KF0NJSE0wb2dLRUlDQWdJQ1J5dUd4M0FFEhNDZ3dJZzVPVG9RWVF3SVhXdWdFGi0KFkNJSE0wb2dLRUlDQWdJQ1J5dUd4UEESE0Nnd0lnNU9Ub1FZUXdJWFd1Z0UiEgkAAAAAAAAAABFynJC5AZb4hSoTQ2d3SWc1T1RvUVlRd0lYV3VnRQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwianY6CsJ2SAxVfRYQGHcslHnMQoykIJSgB"],null,[null,[[1,1]]]],"0ahUKEwianY6CsJ2SAxVfRYQGHcslHnMQ0pMFCCMoCA"],null,"CAESY0NBRVFKeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZURFJ3ZWtKSVgxOWZSV2hFUTFKUVNVTkZWMWMzYm5sclVFaElPRUZCUVVGQlIyZHVPUzAwVFVObFRrSk5NWE5CV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnTUNRdDd5QVBnEAE",["0x0:0x85f89601b9909c72",null,1741383850462109,1741383850462109,[null,null,["https://www.google.com/maps/contrib/108050039886515821050/reviews?hl\u003des"],null,null,["B F","https://lh3.googleusercontent.com/a/ACg8ocKydwR5TobNSbP0zq-5b1q8JK05WFhpbRof012TyJYcNFLiXQ\u003ds120-c-rp-mo-ba2-br100",["https://www.google.com/maps/contrib/108050039886515821050?hl\u003des"],"108050039886515821050",null,20,2,null,[1,4,1],0,["Local Guide · 20 reseñas",null,null,null,null,[null,"0ahUKEwianY6CsJ2SAxVfRYQGHcslHnMQ7LoGCCcoAA"]]]],null,"Hace 10 meses",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["de","es","alemán","español",1],[["Super Friseur, schönes Ambiente. Ich habe mir Haare und Bart schneiden lassen – beides TOP. Kann ich zu 100% Empfehlen! Ich komme definitiv wieder.",null,[0,147]],["Excelente barbería, ambiente encantador. Me cortaron el pelo y la barba; ambos quedaron impecables. ¡Lo recomiendo al 100%! Sin duda volveré.",null,[0,141]]]],[null,1741389035000000,1741389035000000,"Hace 10 meses",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblRVTlJkRGQ1UVZCbkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblRVTlJkRGQ1UVZCbkVBRRAA"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblRVTlJkRGQ1UVZCbkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblRVTlJkRGQ1UVZCbkVBRRAA"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblRVTlJkRGQ1UVZCbkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblRVTlJkRGQ1UVZCbkVBRRAA"],null,["es"],[["Muchas gracias por su reseña, nos alegra saber su experiencia en nuestro salón, y nos alegra que allá sido de su agrado. Nuestras puertas están abiertas siempre para usted. Gracias",null,[0,180]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnTUNRdDd5QVBnEAE!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgMCQt7yAPg%7CCgwIqtGtvgYQyPKs3AE%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnTUNRdDd5QVBnEAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnTUNRdDd5QVBnEi4KF0NJSE0wb2dLRUlDQWdNQ1F0N3lBdmdFEhNDZ3dJcXRHdHZnWVF5UEtzM0FFGi0KFkNJSE0wb2dLRUlDQWdNQ1F0N3lBZmcSE0Nnd0lxdEd0dmdZUXlQS3MzQUUiEgkAAAAAAAAAABFynJC5AZb4hSoTQ2d3SXF0R3R2Z1lReVBLczNBRQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwianY6CsJ2SAxVfRYQGHcslHnMQoykIKCgB"],null,[null,[[1,0]]]],"0ahUKEwianY6CsJ2SAxVfRYQGHcslHnMQ0pMFCCYoCQ"],null,"CAESY0NBRVFLQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVXRLV1c1ZlgxOWZSV2hEVW5ScU5tOWZRazlJYVdkalowWlNRVUZCUVVGQlIyZHVPVE5CWjBOaGJ6RjJTbWxGV1VGRFNVRQ\u003d\u003d"]]] \ No newline at end of file diff --git a/api_response_samples/response_03_body.txt 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Club"]],[null,[[["Daniel Aston"],"https://www.google.com/maps/contrib/104081751601809978231?hl\u003des","https://lh3.googleusercontent.com/a-/ALV-UjUTjLfP3YtP6LtNK1kMELJFnLFLwO2fk33FvxuMFxlupvm56oOp\u003ds120-c-rp-mo-ba5-br100",null,null,"104081751601809978231"]]],[[[2],[[null,null,null,null,1]]]],[2,null,null,null,null,[null,null,null,[7,3]],null,null,[2024,7,20,22,null,null,null,null,["Hace un año"]]],["//www.google.com/local/imagery/report/?cb_client\u003dmaps_sv.tactile\u0026image_key\u003d!1e10!2sCIHM0ogKEICAgIDr5_jsJw\u0026fid\u003d0x0:0x864c7a232527adb4"]],1,null,null,null,null,null,null,["0","-8769500083031396940"],null,null,[null,1],null,null,null,null,null,null,null,null,null,null,["ChZDSUhNMG9nS0VJQ0FnSURyNV9qc0J3EAE"]],"CIHM0ogKEICAgIDr5_jsJw",1]],null,null,null,null,null,null,null,null,null,null,null,["en","es","inglés","español",1],[["Greatest club in Lithuania,best place to go in the midnight.",null,[0,60]],["El mejor club de Lituania, el mejor lugar para ir a medianoche.",null,[0,63]]]],[null,1721730225000000,1721730225000000,"Hace un año",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUnlOVjlxYzBKM0VBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUnlOVjlxYzBKM0VBRRAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUnlOVjlxYzBKM0VBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUnlOVjlxYzBKM0VBRRAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUnlOVjlxYzBKM0VBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUnlOVjlxYzBKM0VBRRAA"],null,["en","es","inglés","español",1],[["Dear Daniel Aston,\n\nThank you for your fantastic review! Your kind words mean a lot to us, and we look forward to welcoming you back for more great nights!\n\nBest regards,\n\nSoho Club Team\n\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius",null,[0,97]],["Estimado Daniel Aston:\n\n¡Gracias por tu fantástica reseña! Tus amables palabras son muy importantes para nosotros y esperamos darte la bienvenida de nuevo para disfrutar de más noches geniales.\n\nAtentamente,\n\nEquipo del Soho Club\n\nSvitrigailos 7, Vilna\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius",null,[0,104]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSURyNV9qc0J3EAE!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgIDr5_jsBw%7CCgsIkP7wtAYQoInpFw%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSURyNV9qc0J3EAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSURyNV9qc0J3Ei0KF0NJSE0wb2dLRUlDQWdJRHI1X2pzaHdFEhJDZ3NJa1A3d3RBWVFvSW5wRncaLAoWQ0lITTBvZ0tFSUNBZ0lEcjVfanNSdxISQ2dzSWtQN3d0QVlRb0lucEZ3IhIJAAAAAAAAAAARtK0nJSN6TIYqEkNnc0lrUDd3dEFZUW9JbnBGdw\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQoykICCgD"],null,[null,[[1,0]]]],"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ0pMFCAIoAA"],null,"CAESY0NBRVFLUnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVTFvWTNoZlgxOWZSV2hFT1RSd1VESTFXbnBaVUdONE9FVk9kMEZCUVVGQlIyZHVPVE5OUlVOaWVUSndjVlUwV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUN4M0p2VjVRRRAB",["0x0:0x864c7a232527adb4",null,1683931152423089,1683931152423089,[null,null,["https://www.google.com/maps/contrib/104900645127441956365/reviews?hl\u003des"],null,null,["Alicia","https://lh3.googleusercontent.com/a-/ALV-UjUBVsjbJap5gjkYJpyhO7LFPHxIJCFwhs2qQICHsQBqSNH6mucbcQ\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/104900645127441956365?hl\u003des"],"104900645127441956365",null,5,0,null,[0,3,1],9,["5 reseñas",null,null,null,null,[null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ7LoGCAooAA"]]]],null,"Hace 2 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["en","es","inglés","español",1],[["This was my first time at any drag show and it’s definitely not the last. I was so impressed by the artistry, the effort, the professionalism, the immaculate positive vibes and I’ve never left a party more energized. I don’t think I’ve ever felt safer and happier at a club. I’m not religious but Drag at soho is my new church. Definitely go when you have time! (Plus the bartender‘s cute)",null,[0,240]],["Esta fue mi primera vez en un espectáculo drag y definitivamente no será la última. Me impresionó muchísimo el arte, el esfuerzo, la profesionalidad, la energía positiva inmaculada, y nunca me he ido de una fiesta con más energía. Creo que nunca me he sentido tan seguro y feliz en un club. No soy religioso, pero Drag en Soho es mi nueva iglesia. ¡Vayan cuando tengan tiempo! (Además, el camarero es muy guapo).",null,[0,239]]]],[null,1684508137000000,1684508137000000,"Hace 2 años",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTjRNMHAyVmpWUlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTjRNMHAyVmpWUlJSQUIQAA%3D%3D"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTjRNMHAyVmpWUlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTjRNMHAyVmpWUlJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTjRNMHAyVmpWUlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTjRNMHAyVmpWUlJSQUIQAA%3D%3D"],null,["en","es","inglés","español",1],[["\nDear Lici,\n\nThank you for your fantastic and heartfelt review! We're overjoyed to hear about your first drag show experience at Soho club and how it left a positive and lasting impression on you. It's truly rewarding for us to know that you appreciated the artistry, effort, and professionalism displayed during the show, as well as the positive vibes of our club.\n\nYour comments on feeling safe and happy resonate with our mission to provide an inclusive and welcoming atmosphere for everyone. Your kind words certainly affirm that we are moving in the right direction.\n\nAlso, we'll be sure to pass your compliment to our bartender, who indeed contributes to the overall charm and charisma of our club.\n\nFor more such exciting events like our Dramatica show, which happens once a month, do check out the upcoming events on our websites at https://dramatica.lt or https://sohoclub.lt/dramatica. We're looking forward to welcoming you back whenever you find the time!\n\nWarm regards,\n\nSoho Club Team\n\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius",null,[0,11]],["Querida Lici:\n\n¡Gracias por tu fantástica y sincera reseña! Nos alegra mucho saber que tu primera experiencia en un espectáculo drag en el club Soho te dejó una impresión positiva y duradera. Es realmente gratificante para nosotros saber que apreciaste el talento, el esfuerzo y la profesionalidad demostrados durante el espectáculo, así como la buena onda de nuestro club.\n\nTus comentarios sobre la seguridad y la felicidad coinciden con nuestra misión de brindar un ambiente inclusivo y acogedor para todos. Tus amables palabras confirman que vamos por buen camino.\n\nAdemás, nos aseguraremos de felicitar a nuestro barman, quien sin duda contribuye al encanto y carisma general de nuestro club.\n\nPara conocer más eventos emocionantes como nuestro espectáculo Dramatica, que se realiza una vez al mes, consulta los próximos eventos en nuestras páginas web: https://dramatica.lt o https://sohoclub.lt/dramatica. ¡Esperamos darte la bienvenida de nuevo cuando tengas tiempo!\n\nSaludos cordiales,\n\nEquipo del Soho Club\n\nSvitrigailos 7, Vilna\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilna",null,[0,89]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUN4M0p2VjVRRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgICx3JvV5QE%7CCgwIkID7ogYQ6KbfyQE%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUN4M0p2VjVRRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUN4M0p2VjVRRRItChZDSUhNMG9nS0VJQ0FnSUN4M0p2VkZREhNDZ3dJa0lEN29nWVE2S2JmeVFFGi4KF0NJSE0wb2dLRUlDQWdJQ3gzSnZWbFFFEhNDZ3dJa0lEN29nWVE2S2JmeVFFIhIJAAAAAAAAAAARtK0nJSN6TIYqE0Nnd0lrSUQ3b2dZUTZLYmZ5UUU\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQoykICygB"],null,[null,[[1,1]]]],"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ0pMFCAkoAQ"],null,"CAESY0NBRVFLaHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVTF4TlhKZlgxOWZSV2hFZVhkb1VqZG1SSHAzWW5RM1IxZE1TVUZCUVVGQlIyZHVPVE5OTUVOa0xUTm9kamxuV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSUMxaFlMWmR3EAE",["0x0:0x864c7a232527adb4",null,1704133429234059,1735849642908199,[null,null,["https://www.google.com/maps/contrib/111641699956292656264/reviews?hl\u003des"],null,null,["Neringa Janciunaite","https://lh3.googleusercontent.com/a/ACg8ocJTP8uHW7u1QCTDV0VWU9gQ27AjoJ_vA_lYTkaSLTv0m4K4Ui9j\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/111641699956292656264?hl\u003des"],"111641699956292656264",null,5,10,null,[0,3,1],3,["5 reseñas",null,null,null,null,[null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ7LoGCA0oAA"]]]],null,"Fecha de edición: Hace un año",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,[[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3IcHCA4oAQ",null,null,null,[5],null,2,null,1]],null,null,null,null,null,null,null,["lt","es","lituano","español",1],[["Labai geras klubas🙂atmosferą draugiška,jauki🙂dirbantys žmonės labai malonus🙂maks rekomendacijos LGBT žmonėms ypač jei ieškote kur drąsiai galite būti savimi tai Soho🙂⭐",null,[0,167]],["Muy buen club🙂 el ambiente es agradable, acogedor🙂 la gente que trabaja es muy agradable🙂 máximas recomendaciones para personas LGBT, especialmente si buscas un lugar donde puedas ser tú mismo con valentía, es Soho🙂⭐",null,[0,216]]]],[null,1709811699000000,1709811699000000,"Hace un año",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTXhhRmxNV21SM0VBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTXhhRmxNV21SM0VBRRAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTXhhRmxNV21SM0VBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTXhhRmxNV21SM0VBRRAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTXhhRmxNV21SM0VBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTXhhRmxNV21SM0VBRRAA"],null,["en","es","inglés","español",1],[["Dear Neringa Janciunaite,\n\nThank you for the 5-star rating! 🌟 We’re delighted to see your positive feedback and are grateful for your support. We look forward to welcoming you back to Soho Club soon for another fantastic experience!\n\nBest regards,\n\nSoho Club Team\n\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius\n\n",null,[0,107]],["Estimada Neringa Janciunaite:\n\n¡Gracias por tu calificación de 5 estrellas! 🌟 Nos alegra mucho recibir tus comentarios positivos y agradecemos tu apoyo. ¡Esperamos darte la bienvenida pronto a Soho Club para otra experiencia fantástica!\n\nAtentamente,\n\nEquipo de Soho Club\n\nSvitrigailos 7, Vilna\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius\n\n",null,[0,106]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUMxaFlMWmR3EAE!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgIC1hYLZdw%7CCgwIqu3buwYQ2IiIsQM%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSUMxaFlMWmR3EAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSUMxaFlMWmR3Ei0KFkNJSE0wb2dLRUlDQWdJQ2ZyXzdHWkESE0Nnd0lxdTNidXdZUTJJaUlzUU0aLQoXQ0lITTBvZ0tFSUNBZ0lDMWhZTFo5d0USEkNnc0l0WWJNckFZUS1Pbk5idyISCQAAAAAAAAAAEbStJyUjekyGKhNDZ3dJcXUzYnV3WVEySWlJc1FN\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQoykIDygC"],null,[null,[[1,0]]]],"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ0pMFCAwoAg"],null,"CAESY0NBRVFLeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVTB6TTNoZlgxOWZSV2hCU1ZrMFRIVlhVamg0ZVU1NWVUbFJiMEZCUVVGQlIyZHVPVE5PTUVOaE9XUk5aRWROV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSUN1OGMzaERREAE",["0x0:0x864c7a232527adb4",null,1659251419140060,1659251419140060,[null,null,["https://www.google.com/maps/contrib/111223256767808945345/reviews?hl\u003des"],null,null,["Tigran Avagyan","https://lh3.googleusercontent.com/a-/ALV-UjWFdyyd7wIsvdlRjXS4FZwip7AgY4cfkayuq6Mnw2eFFwTrcCY6\u003ds120-c-rp-mo-ba3-br100",["https://www.google.com/maps/contrib/111223256767808945345?hl\u003des"],"111223256767808945345",null,21,9,null,[1,5,1],2,["Local Guide · 21 reseñas",null,null,null,null,[null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ7LoGCBEoAA"]]]],null,"Hace 3 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["en","es","inglés","español",1],[["Soho is the only club with quality in Vilnius. I think the only problem the reviews talk about which is correct is that the crowd there can seem overall rude, but as I see most these reviewers are tourists. Guys, Lithuanians in general aren’t the most easy going people. So please don’t be offended if you can’t find people to talk to very easily. The club however definitely deserves a 4.5+ rating.\n\nIf you’re a tourist who wants to visit, please have an open mind, and be patient. Grab a friend with you when coming, talk to people in the smoking areas. It won’t be super easy but you will get some great connections there for sure :)",null,[0,235]],["Soho es el único club de calidad en Vilna. Creo que el único problema que mencionan las reseñas, y es cierto, es que la gente puede parecer bastante maleducada, pero, por lo que veo, la mayoría de los que escriben reseñas son turistas. Chicos, los lituanos en general no son gente muy tranquila. Así que, por favor, no se ofendan si no encuentran gente con quien hablar fácilmente. Sin embargo, el club definitivamente merece una calificación de 4.5+.\n\nSi son turistas y quieren visitarlo, por favor, tengan la mente abierta y sean pacientes. Vengan con un amigo y hablen con la gente en las zonas de fumadores. No será fácil, pero seguro que harán muy buenos amigos allí :)",null,[0,235]]]],[null,1674941350000000,1674941350000000,"Hace 2 años",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjFPR016YUVSUkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjFPR016YUVSUkVBRRAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjFPR016YUVSUkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjFPR016YUVSUkVBRRAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjFPR016YUVSUkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTjFPR016YUVSUkVBRRAA"],null,["en","es","inglés","español",1],[["Dear Tigran,\nMany thanks for taking the time to give us your feedback, it is much appreciated. We are looking forward to see you in our club again soon.\n\nBest regards,\nClub manager",null,[0,152]],["Estimado Tigran:\n\nMuchas gracias por dedicar su tiempo a darnos su opinión; la apreciamos mucho. Esperamos verle pronto de nuevo en nuestro club.\n\nSaludos cordiales,\nDirector del club",null,[0,96]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUN1OGMzaERREAE!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgICu8c3hDQ%7CCgsI29WYlwYQ4MrkQg%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSUN1OGMzaERREAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSUN1OGMzaERREi0KF0NJSE0wb2dLRUlDQWdJQ3U4YzNoalFFEhJDZ3NJMjlXWWx3WVE0TXJrUWcaLAoWQ0lITTBvZ0tFSUNBZ0lDdThjM2hUURISQ2dzSTI5V1lsd1lRNE1ya1FnIhIJAAAAAAAAAAARtK0nJSN6TIYqEkNnc0kyOVdZbHdZUTRNcmtRZw\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQoykIEigB"],null,[null,[[1,8]]]],"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ0pMFCBAoAw"],null,"CAESY0NBRVFMQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVTVUTTJSZlgxOWZSV2hCUjFOSU1UTXdiRWwzTTJwUWQyTTBTVUZCUVVGQlIyZHVPVE5RTkVObVlYcHZiRjl6V1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSURwNWVQdXRnRRAB",["0x0:0x864c7a232527adb4",null,1693002708923980,1693002708923980,[null,null,["https://www.google.com/maps/contrib/115488253792379494808/reviews?hl\u003des"],null,null,["Živilė Jasinevičiūtė","https://lh3.googleusercontent.com/a-/ALV-UjVkMsegBYw6OrsmmePlvvRtQPecxKmJodBDntpdrBK9Vx65z3U\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/115488253792379494808?hl\u003des"],"115488253792379494808",null,2,0,null,[0,2,1],4,["2 reseñas",null,null,null,null,[null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ7LoGCBQoAA"]]]],null,"Hace 2 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[3],null,null,null,null,null,[[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3IcHCBUoAQ",null,null,null,[1],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3IcHCBYoAg",null,null,null,[3],null,2,null,1]],null,null,null,null,null,null,null,["lt","es","lituano","español",1],[["Neblogas klubas, muzika gera, bet BARMENĖ - blogiausia kokią tik esu sutikus. Atrodo specealiai ignoruoja merginas prie baro ir aptarnauja tik vyrukus, priėjus eilę liepė eit shotų prašyti pas kitą barmeną, ir prieš nosi pila vaikinams shotus, nežinau kuo jai taip nepatikau, bet aptarnavimas 0/10 tiek iš komunikacijos tiek iš profesionalumo",null,[0,235]],["No es un mal club, la música es buena, pero la camarera es la peor que he conocido. Parece ignorar a las chicas de la barra y solo atiende a los chicos. Cuando llegó la cola, me dijo que fuera a pedir chupitos a otra camarera, y ella les sirvió chupitos a los chicos delante de sus narices. No sé qué no me gustó tanto de ella, pero el servicio es de 0/10 tanto en comunicación como en profesionalidad.",null,[0,237]]]],[null,1693010486000000,1693010486000000,"Hace 2 años",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUndOV1ZRZFhSblJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUndOV1ZRZFhSblJSQUIQAA%3D%3D"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUndOV1ZRZFhSblJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUndOV1ZRZFhSblJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUndOV1ZRZFhSblJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUndOV1ZRZFhSblJSQUIQAA%3D%3D"],null,["lt","es","lituano","español",1],[["Sveiki Živilė,\n\nDžiaugiamės, kad mūsų klubo atmosfera ir muzika Jums patiko. Gaila girdėti apie nutikimą prie baro kas sukėlė Jums neigiamų emocijų. Po to, kai išsiaiškinome situaciją, suprantame, kad tai buvo nesusipratimas. Prieš tai Jums shotus gamino kitas barmenas, užsakymo metu Jus paprašėte tokių pat shotu kuriuos gavote prieš tai, todėl Jums buvo pasiūlyta kreiptis į jį, kadangi jis žinojo, kokius shotus Jums paruošė. Kadangi klubas nesiūlo standartinio shotų meniu (https://sohoclub.lt/bar-menu), natūralu kad Jums buvo pasiūlyta kreiptis į tą patį asmenį kad sekantis gėrimas atitinktų Jūsų lūkesčius. Norime patikinti, kad tai tikrai neturėjo nieko bendro su asmenine barmenės nuomone. Klubo administracija nuolat būna vietoje, todėl jei kils kokių nors klausimų ateityje visada galite kreiptis tiesiogiai.\n\nGero ryto ir iki pasimatymo klube!",null,[0,95]],["Hola Živilė,\n\nNos alegra que te haya gustado el ambiente y la música de nuestro club. Lamentamos el incidente en el bar que te causó malestar. Tras aclarar la situación, entendemos que se trató de un malentendido. Antes de eso, otro barman te preparó los chupitos y, al pedir, pediste los mismos que te habían servido antes, así que te ofrecimos contactarlo, ya que sabía qué chupitos te había preparado. Dado que el club no ofrece una carta de chupitos estándar (https://sohoclub.lt/bar-menu), es normal que te ofrecieran contactar con la misma persona para que la siguiente bebida cumpliera con tus expectativas. Queremos asegurarte que esto no tuvo nada que ver con la opinión personal del barman. La administración del club está siempre disponible, así que si tienes alguna pregunta, siempre puedes contactarlos directamente.\n\n¡Buenos días y nos vemos en el club!",null,[0,85]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSURwNWVQdXRnRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgIDp5ePutgE%7CCgwI1NekpwYQ4KHLuAM%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSURwNWVQdXRnRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSURwNWVQdXRnRRItChZDSUhNMG9nS0VJQ0FnSURwNWVQdWRnEhNDZ3dJMU5la3B3WVE0S0hMdUFNGi4KF0NJSE0wb2dLRUlDQWdJRHA1ZVB1OWdFEhNDZ3dJMU5la3B3WVE0S0hMdUFNIhIJAAAAAAAAAAARtK0nJSN6TIYqE0Nnd0kxTmVrcHdZUTRLSEx1QU0\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQoykIFygD"],null,[null,[[1,2]]]],"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ0pMFCBMoBA"],null,"CAESY0NBRVFMUnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVTVvUWtaZlgxOWZSV2hCVjJaR2VHaFBlbkJKTlUxcE1EWnNUVUZCUVVGQlIyZHVPVE5ST0VOa1pFVnplVVZSV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSUNPdnMzbEhBEAE",["0x0:0x864c7a232527adb4",null,1654934765647242,1654935041792403,[null,null,["https://www.google.com/maps/contrib/103846817498033455592/reviews?hl\u003des"],null,null,["Eamonn Maguire","https://lh3.googleusercontent.com/a/ACg8ocJ1XcZwcmB8_yniiPyYLqiv5eowR_Z1a8-_D7Qi8HHM6u51Bg\u003ds120-c-rp-mo-ba4-br100",["https://www.google.com/maps/contrib/103846817498033455592?hl\u003des"],"103846817498033455592",null,58,122,null,[1,6,1],34,["Local Guide · 58 reseñas",null,null,null,null,[null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ7LoGCBkoAA"]]]],null,"Hace 3 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[1],null,null,null,null,null,null,null,null,null,null,null,null,null,["en","es","inglés","español",1],[["I've been to many gay venues across Europe and around the world. Based on my experience of Vilnius thus far I really hoped this was going to be a great venue, unfortunately this is not the case. It's small overcrowded and full of young well dressed gays who, omit an overwhelming sense of drama and self entitlement. The staff were mostly friendly which was the only positive. As me and my friend left we meet a young man who was dressed beautifully in a mini skirt and tank top, unfortunately he was refused entry. This is one of the most blatant forms of discrimination, I have witnesses personally at gay venue. He was not drunk, he was not loud and he left rather embarrassed as result of his treatment. Honestly they could do better and so could you by, spending your money elsewhere.",null,[0,240]],["He estado en muchos locales gay en Europa y el mundo. Basándome en mi experiencia en Vilna hasta ahora, esperaba que este fuera un gran local, pero desafortunadamente no fue así. Es pequeño, está abarrotado y lleno de jóvenes gays bien vestidos que transmiten una abrumadora sensación de dramatismo y presunción. El personal fue en general amable, lo cual fue lo único positivo. Al salir mi amigo y yo, nos encontramos con un joven elegantemente vestido con minifalda y camiseta de tirantes, pero lamentablemente le negaron la entrada. Esta es una de las formas más flagrantes de discriminación; he sido testigo de ello en locales gay. No estaba borracho, no gritaba y se fue bastante avergonzado por el trato recibido. Sinceramente, podrían haberlo hecho mejor, y tú también podrías gastar tu dinero en otra cosa.",null,[0,235]]]],[null,1655230150000000,1655230150000000,"Hace 3 años",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlBkbk16YkVoQkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlBkbk16YkVoQkVBRRAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlBkbk16YkVoQkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlBkbk16YkVoQkVBRRAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlBkbk16YkVoQkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTlBkbk16YkVoQkVBRRAA"],null,["en","es","inglés","español",1],[["Dear Eamonn Maguire,\n\nThank you for your review. We really appreciate your attention to the detail and your feedback. Many thanks for your complements to the staff.\nPlease allow us to elaborate on a few things.\nMay we start from the bottom-up, please:\n1.    The person who was denied entry to the Club, was denied not because of the skirt, but because of their erratic behaviour on the prior weekend – drunk, disturbing to other customers and blocking one of the bathrooms by falling asleep for 3-4 hours there… In regard to their condition on the night you talk about - we have cctv footage 10 min before that person tried to walk in - they were barely able to stand on their feet and 10 min after they tried to walk in - they could not stand without a help of a friend at all. As for our attitude towards skirts – we LOVE them, as well as any clothes that allow our customers to be themselves (public nudity is not permitted though).\n2.    As for the young well-dressed gays with drama and self-entitlement – well we are LGBTQ+ club after all… We love our customers and we don’t care how queer, rugged, self-entitled, queen, gay, buff or anything else they are – our club is a place where everyone could be themselves, and if some are not comfortable being who they are around other people who are like or unlike them – there is only so much we can do – love them and try to make them at home and safe as much as we can.\n3.    Now for our Club being small and overcrowded – allow us to disagree here – the 350 sq. m. is not a small club compared to other Vilnius venues and as for the crowd – the party and the Club would not be the same, if the number of people would equal to a calm restaurant audience.\nTaking all of this into account – allow us, respectfully, to suggest – that one star of the review – is a bit harsh on us…\nWe look forward to welcome you again sometime soon and we hope your visit will have a much better vibe to it. And if you have any issues whatsoever – we would encourage you to bring it to the Club’s Manager attention – he is always there.\nThank you again for your feedback – it is very much appreciated.",null,[0,102]],["Estimado Eamonn Maguire:\n\nGracias por su reseña. Agradecemos su atención al detalle y sus comentarios. Muchas gracias también por sus elogios al personal.\n\nPermítanos aclarar algunos puntos.\n\nComencemos desde el principio:\n1. A la persona a la que se le negó la entrada al Club, no fue por la falda, sino por su comportamiento errático el fin de semana anterior: estaba ebria, molestando a otros clientes y bloqueando uno de los baños al quedarse dormida allí durante 3 o 4 horas. Respecto a su estado la noche a la que se refiere, tenemos imágenes de las cámaras de seguridad: 10 minutos antes de que intentara entrar, apenas podía mantenerse en pie, y 10 minutos después, no podía mantenerse en pie sin ayuda. En cuanto a nuestra postura sobre las faldas, nos encantan, así como cualquier prenda que permita a nuestros clientes ser ellos mismos (aunque no se permite la desnudez pública). 2. En cuanto a los jóvenes gays bien vestidos, dramáticos y con aires de superioridad, bueno, al fin y al cabo somos un club LGBTQ+. Queremos a nuestros clientes y no nos importa si son queer, rudos, engreídos, afeminados, gays, musculosos o cualquier otra cosa. Nuestro club es un lugar donde todos pueden ser ellos mismos, y si alguien no se siente cómodo siendo quien es entre personas parecidas o diferentes, lo único que podemos hacer es quererlos e intentar que se sientan como en casa y seguros en la medida de lo posible.\n\n3. Ahora bien, en cuanto a que nuestro club sea pequeño y esté abarrotado, permítannos discrepar. Los 350 m² no son un club pequeño comparado con otros locales de Vilna, y en cuanto al público, la fiesta y el club no serían lo mismo si la cantidad de gente fuera la misma que la de un restaurante tranquilo. Teniendo todo esto en cuenta, permítanos sugerir, con todo respeto, que una estrella en la reseña es un poco injusta. Esperamos darle la bienvenida nuevamente pronto y que su visita sea mucho más agradable. Si tiene algún problema, le animamos a que se lo comunique al gerente del club; siempre está disponible.\n\nGracias de nuevo por sus comentarios; los apreciamos mucho.",null,[0,102]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUNPdnMzbEhBEAE!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgICOvs3lHA%7CCgwIgZyRlQYQuLjs-QI%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSUNPdnMzbEhBEAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSUNPdnMzbEhBEi4KF0NJSE0wb2dLRUlDQWdJQ092czNsbkFFEhNDZ3dJZ1p5UmxRWVF1TGpzLVFJGi0KFkNJSE0wb2dLRUlDQWdJQ092czNsWEESE0Nnd0k3Wm1SbFFZUWtNTFF0QUkiEgkAAAAAAAAAABG0rSclI3pMhioTQ2d3SWdaeVJsUVlRdUxqcy1RSQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQoykIGigB"],null,[null,[[1,6]]]],"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ0pMFCBgoBQ"],null,"CAESY0NBRVFMaHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVTV3VEd4ZlgxOWZSV2hEZFRsRlVtaDJhakpOYTA1aGNYWjZZMEZCUVVGQlIyZHVPVE5TYTBObWNUUjJVMUE0V1VGRFNVRQ\u003d\u003d"],[["Ci9DQUlRQUNvZENodHljRjlvT25JMWNEUkRNVlZVVmtvelVESkJaMU5SWlVnM1kxRRAB",["0x0:0x864c7a232527adb4",null,1757190009525738,1757229387028633,[null,null,["https://www.google.com/maps/contrib/114131618444244058032/reviews?hl\u003des"],null,null,["Karina 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10 €","0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3YcHCCYoAA"]],1],null,null,"Precio por persona",null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3IcHCCUoBQ",null,null,null,null,null,1,[[2]],2],[["GUIDED_DINING_FOOD_ASPECT"],"Comida",null,null,null,"Comida",null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3IcHCCcoBg",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3IcHCCgoBw",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3IcHCCkoCA",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_NOISE_LEVEL"],"¿Cómo describirías el nivel de ruido?",[[[["E:DINING_NOISE_LEVEL_VERY_LOUD"],"Muy alto, cuesta conversar",2,null,null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3YcHCCsoAA"]],1],null,null,"Nivel de ruido",null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3IcHCCooCQ",null,null,null,null,null,3,null,2],[["GUIDED_DINING_GROUP_SIZE"],"¿Para grupos de qué tamaño es más adecuado este sitio?",null,[[[["E:DINING_GROUP_SIZE_SUITABLE_FOR_ALL"],"Para grupos de todos los tamaños",2,null,null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3YcHCC0oAA"]]],null,"Tamaño del grupo",null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3IcHCCwoCg",null,null,null,null,null,3,null,2],[["GUIDED_DINING_WAIT_TIME"],"¿Cuánto tiempo has esperado para conseguir una mesa?",[[[["E:DINING_WAIT_TIME_NO_WAIT"],"Sin espera",2,null,null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3YcHCC8oAA"]],1],null,null,"Tiempo de espera",null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3IcHCC4oCw",null,null,null,null,null,3,null,2],[["GUIDED_DINING_PARKING_SPACE_AVAILABILITY"],"¿Cómo está el aparcamiento en este sitio?",[[[["E:PARKING_SPACE_DIFFICULT_TO_FIND"],"Es difícil aparcar",2,null,null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3YcHCDEoAA"]],1],null,null,"Plaza de aparcamiento",null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3IcHCDAoDA",null,null,null,null,null,3,null,2],[["GUIDED_DINING_TIPS_TOPICS"],"¿Puedes darnos más información sobre estos temas?",null,[[[["E:PARKING"],"Aparcamiento",2,null,null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3YcHCDMoAA"]]],null,null,null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3IcHCDIoDQ",null,null,null,null,null,4,[[3]],2]],null,null,null,null,null,null,null,["uk","es","ucraniano","español",1],[["Гарне місце для тих хто хоче знайти себе!",null,[0,41]],["¡Un buen lugar para aquellos que quieren encontrarse a sí mismos!",null,[0,65]]]],[null,1757879227000000,1757879227000000,"Hace 4 meses",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVKTVdORVVrUk5WbFpWVm10dmVsVkVTa0phTVU1U1dsVm5NMWt4UlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVKTVdORVVrUk5WbFpWVm10dmVsVkVTa0phTVU1U1dsVm5NMWt4UlJBQhAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVKTVdORVVrUk5WbFpWVm10dmVsVkVTa0phTVU1U1dsVm5NMWt4UlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVKTVdORVVrUk5WbFpWVm10dmVsVkVTa0phTVU1U1dsVm5NMWt4UlJBQhAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVKTVdORVVrUk5WbFpWVm10dmVsVkVTa0phTVU1U1dsVm5NMWt4UlJBQhAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCkRDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVKTVdORVVrUk5WbFpWVm10dmVsVkVTa0phTVU1U1dsVm5NMWt4UlJBQhAA"],null,["en","es","inglés","español",1],[["Dear Karina Petrova,\n\nThank you for your beautiful review and for sharing your experience with us! We’re truly happy to know the space left a meaningful impression. Your support inspires us to keep doing what we do. You’re always welcome here!\n\nBest regards,\nSoho Club Team\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius #TheQueerClub",null,[0,98]],["Estimada Karina Petrova:\n\n¡Gracias por tu excelente reseña y por compartir tu experiencia con nosotros! Nos alegra mucho saber que el espacio te dejó una huella imborrable. Tu apoyo nos inspira a seguir adelante. ¡Siempre serás bienvenida!\n\nAtentamente,\nEquipo del Soho Club\nSvitrigailos 7, Vilna\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilna #TheQueerClub",null,[0,103]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT25JMWNEUkRNVlZVVmtvelVESkJaMU5SWlVnM1kxRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CAIQACodChtycF9oOnI1cDRDMVVUVkozUDJBZ1NRZUg3Y1E%7C0cjI4A0hD_U%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dCi9DQUlRQUNvZENodHljRjlvT25JMWNEUkRNVlZVVmtvelVESkJaMU5SWlVnM1kxRRAB\u0026t\u003d1\u0026entityid\u003dCi9DQUlRQUNvZENodHljRjlvT25JMWNEUkRNVlZVVmtvelVESkJaMU5SWlVnM1kxRRJbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVKTVdORVVrUk5WbFpWVm10dmVsVkVTa0phTVU1U1dsVm5NMWt4UlFvR2NtVjJhV1YzEgswY2pJNEEwaERfVRpbCkxDaTlEUVVsUlFVTnZaRU5vZEhsalJqbHZUMjVKTVdORVVrUk5WbFpWVm10dmVsVkVTa0phTVU1U1dsVm5NMWt4UlFvR2NtRjBhVzVuEgswY2pJNEEwaERfVSISCQAAAAAAAAAAEbStJyUjekyGKgswY2pJNEEwaERfVQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQoykINCgO"],null,[null,[[1,0]]]],"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ0pMFCBsoBg"],null,"CAESY0NBRVFMeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVTR0VTJoZlgxOWZSV2hEYUROdlFUQnBUVXRtT0ZKMlVUUTFTVUZCUVVGQlIyZHVPVE5VVFVOYWRIb3pZM1Z6V1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUNmcXYzYjB3RRAB",["0x0:0x864c7a232527adb4",null,1735351035679719,1735351035679719,[null,null,["https://www.google.com/maps/contrib/105671321060579422494/reviews?hl\u003des"],null,null,["Jelly Bear","https://lh3.googleusercontent.com/a-/ALV-UjWKWcjc6ZMJ5BOKRt_QUH_Ev3l5uTKhBPSeFHwRk_ejOaNtd-E\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/105671321060579422494?hl\u003des"],"105671321060579422494",null,4,0,null,[0,3,1],1,["4 reseñas",null,null,null,null,[null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ7LoGCDYoAA"]]]],null,"Hace un año",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,[[["GUIDED_DINING_PRICE_RANGE"],"¿Cuánto dinero gastaste por persona?",[[[["E:EUR_25_TO_30"],"25-30 €",2,null,"De 25 € a 30 €","0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3YcHCDgoAA"]],1],null,null,"Precio por persona",null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3IcHCDcoAQ",null,null,null,null,null,1,[[2]],2],[["GUIDED_DINING_FOOD_ASPECT"],"Comida",null,null,null,"Comida",null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3IcHCDkoAg",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3IcHCDooAw",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3IcHCDsoBA",null,null,null,[5],null,2,null,1]],null,null,null,null,null,null,null,["en","es","inglés","español",1],[["I really love that place! Staff is very friendly! And ofc the best of the best bartender is Miglė! ❤️ She’s soo kind and very joyful! ❤️ Recomend to visit for everybody! 😎",null,[0,171]],["¡Me encanta ese lugar! ¡El personal es muy amable! ¡Y, por supuesto, la mejor camarera es Miglė! ❤️ ¡Es muy amable y muy alegre! ❤️ ¡Lo recomiendo a todos! 😎",null,[0,157]]]],[null,1736352160000000,1736352160000000,"Hace un año",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTm1jWFl6WWpCM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTm1jWFl6WWpCM1JSQUIQAA%3D%3D"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTm1jWFl6WWpCM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTm1jWFl6WWpCM1JSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTm1jWFl6WWpCM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTm1jWFl6WWpCM1JSQUIQAA%3D%3D"],null,["en","es","inglés","español",1],[["Dear Jelly Bear,\n\nThank you for your amazing review! We’re thrilled to hear you loved your time at Soho Club and that our team, especially Miglė, made your visit special. It’s always wonderful to know when our staff leaves such a positive impression.\n\nWe can’t wait to welcome you back for more unforgettable vibes and great moments!\n\nBest regards,\nSoho Club Team\n\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius #GoodEmotions #UnforgettableVibes #FeelTheEnergy",null,[0,98]],["Querido Jelly Bear:\n\n¡Gracias por tu fantástica reseña! Nos alegra saber que disfrutaste de tu estancia en Soho Club y que nuestro equipo, especialmente Miglė, hizo que tu visita fuera especial. Siempre es maravilloso saber que nuestro personal deja una impresión tan positiva.\n\n¡Estamos deseando darte la bienvenida de nuevo para disfrutar de más ambientes inolvidables y momentos geniales!\n\nAtentamente,\nEquipo de Soho Club\n\nSvitrigailos 7, Vilna\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilna #GoodEmotions #UnforgettableVibes #FeelTheEnergy",null,[0,94]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUNmcXYzYjB3RRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgICfqv3b0wE%7CCgwI-7W9uwYQ2OCOxAI%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUNmcXYzYjB3RRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUNmcXYzYjB3RRItChZDSUhNMG9nS0VJQ0FnSUNmcXYzYk13EhNDZ3dJLTdXOXV3WVEyT0NPeEFJGi4KF0NJSE0wb2dLRUlDQWdJQ2ZxdjNic3dFEhNDZ3dJLTdXOXV3WVEyT0NPeEFJIhIJAAAAAAAAAAARtK0nJSN6TIYqE0Nnd0ktN1c5dXdZUTJPQ094QUk\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQoykIPCgF"],null,[null,[[1,0]]]],"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ0pMFCDUoBw"],null,"CAESY0NBRVFNQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVTltTnpsZlgxOWZSV2hDTUZoU1IyRjFTakUwUTJkd1ltcG1iMEZCUVVGQlIyZHVPVE5XZDBOaFgxVkZiVTlCV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUMtbzdPYTlRRRAB",["0x0:0x864c7a232527adb4",null,1668241504693700,1668414729756404,[null,null,["https://www.google.com/maps/contrib/109775597623451915314/reviews?hl\u003des"],null,null,["Heidi Kwang","https://lh3.googleusercontent.com/a-/ALV-UjWHwUAaEJQ1izwS0nGmvxse8X8ooa3eJFk4IGldK3lHiG_6fFCj\u003ds120-c-rp-mo-ba3-br100",["https://www.google.com/maps/contrib/109775597623451915314?hl\u003des"],"109775597623451915314",null,31,4,null,[1,5,1],4,["Local Guide · 31 reseñas",null,null,null,null,[null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ7LoGCD4oAA"]]]],null,"Fecha de edición: Hace 3 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[1],null,null,null,null,null,null,null,null,null,null,null,null,null,["en","es","inglés","español",1],[["I went to Soho club last night to watch the dramatica drag show, and while the show itself had several good performances, I was seriously disappointed by the venue. The organisers charged 20 euros per ticket but the club was so packed that everyone was standing shoulder to shoulder, and the crowd flowed out from the stage area into the corridor so it was nearly impossible to get a good view of the stage, and it was incredibly hot. I could only stand to watch one third of the show as I couldn’t squeeze through the crowd in the first segment so there wasn’t a single place I could stand where I would be able to see more than a quarter of the stage. Later, I managed to find a decent spot near the stage only because there was a break and most people went out to get drinks from the bar. After I secured my spot, I was hopeful that I would finally enjoy the show but watching through the second segment of the show was torture, I had barely any space to stand, I still could only watch the performers from the waist up because I couldn’t see over the people in front of me (and I’m 5’5, average height) plus it was so hot I was feeling faint. After that, I left not watching the third and final part of the show. This is just an act of pure greed on the part of the venue owners, it is their job to set strict limits on the venue capacity and ensure a comfortable viewing experience for everyone, instead it became not only a waste of money but more concerning, a fire hazard. I would not recommend going for any event they organise.\n\nEDIT: In response to the reply from SOHO, I'd like to state that nowhere in my review did I mention that I expected a designated seat. I expected to be able to watch the show fully, and that's the minimum requirement. In addition, it shouldn't matter what time I enter the event as a paying customer. The event was obviously so over-booked that it was impossible to have a remotely decent view of the stage.",null,[0,239]],["Anoche fui al club Soho a ver el espectáculo drag de Dramatica, y aunque el espectáculo contó con varias actuaciones buenas, el local me decepcionó muchísimo. Los organizadores cobraron 20 euros por entrada, pero la discoteca estaba tan llena que todos estaban de pie, hombro con hombro, y la multitud se desbordó del escenario hacia el pasillo, así que era casi imposible tener una buena vista del escenario, y hacía un calor infernal. Solo pude ver un tercio del espectáculo, ya que no pude abrirme paso entre la multitud en el primer segmento, así que no había ni un solo sitio desde el que pudiera ver más de un cuarto del escenario. Más tarde, conseguí un buen sitio cerca del escenario solo porque había un descanso y la mayoría de la gente salió a tomar algo al bar. Después de reservar mi lugar, tenía la esperanza de finalmente disfrutar del espectáculo, pero ver la segunda parte fue una tortura. Apenas tenía espacio para estar de pie. Aun así, solo podía ver a los artistas de cintura para arriba porque no podía ver por encima de la gente que tenía delante (y mido 1,65 m, una estatura promedio), además de que hacía tanto calor que me sentía mareada. Después de eso, me fui sin ver la tercera y última parte del espectáculo. Esto es pura avaricia por parte de los dueños del local; es su trabajo establecer límites estrictos al aforo y garantizar una experiencia cómoda para todos. En cambio, se convirtió no solo en una pérdida de dinero, sino, lo que es más preocupante, en un peligro de incendio. No recomendaría ir a ningún evento que organicen.\n\nEDITADO: En respuesta a la respuesta de SOHO, quiero aclarar que en ninguna parte de mi reseña mencioné que esperaba un asiento asignado. Esperaba poder ver el espectáculo completo, y ese es el requisito mínimo. Además, no debería importar la hora a la que entre al evento como cliente de pago. Obviamente el evento estaba tan sobrevendido que era imposible tener una vista remotamente decente del escenario.",null,[0,236]]]],[null,1668375317000000,1670258200000000,"Fecha de edición: Hace 3 años",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXRiemRQWVRsUlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXRiemRQWVRsUlJSQUIQAA%3D%3D"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXRiemRQWVRsUlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXRiemRQWVRsUlJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXRiemRQWVRsUlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXRiemRQWVRsUlJSQUIQAA%3D%3D"],null,["en","es","inglés","español",1],[["Dear Heidi,\n\nThank you for attending our event and we appreciate your feedback. A few things we would like to address:\n\t1.\tDramatica is one of the most popular events in Soho - if you expected a designated seat in the night club during one of the busiest nights - we are sorry to disappoint you.\n\t2.\tPeople are advised (when purchasing tickets) to arrive earlier - so you could find the best spot for yourself, unfortunately, you have entered the Club after 9pm when the show was set to start, we are sure you could have found a spot right in front of the stage at 8:30.\n\t3.\tAs for your ‘greed’ remarks - we would suggest you to attend other shows that might be to your liking and your budget. We do apologise when we are doing something wrong, but we are not going to apologise for putting a quality show and charging for it just enough so we could continue doing it, and we won’t apologise for the show being popular.\n\nAll things considered - our friendly observation - if you expect Opera/Arena comfort - you should attend Theatre or Arena with pre-assigned seats. Attend Soho if you expect fun, party and drag queens performing on the scene and in the audience (and yes - they walked and performed in the middle of the audience - so the place was full, but definitely enough space to move).\nIn response to the EDIT, Dear Heidi please see the video\nhttps://www.instagram.com/reel/Ck9Cy1dD3iT/\nthe performers were able to walk among the crowd so could the crowd. \n\n\nBest of luck! And thank you for your attendance.\n\n",null,[0,92]],["Estimada Heidi:\n\nGracias por asistir a nuestro evento y apreciamos sus comentarios. Nos gustaría aclarar algunos puntos:\n\n1. Dramatica es uno de los eventos más populares de Soho. Si esperaba un asiento reservado en la discoteca durante una de las noches de mayor afluencia, lamentamos no haberle brindado la tranquilidad que merece.\n\n2. Se recomienda llegar con anticipación al comprar las entradas para poder encontrar el mejor lugar. Desafortunadamente, usted entró a la discoteca después de las 9 p. m., hora en que debía comenzar el espectáculo. Estamos seguros de que podría haber encontrado un lugar justo frente al escenario a las 8:30 p. m.\n\n3. En cuanto a sus comentarios sobre la \"avaricia\", le sugerimos que asista a otros espectáculos que se ajusten mejor a sus gustos y presupuesto. Pedimos disculpas cuando cometemos errores, pero no nos disculparemos por ofrecer un espectáculo de calidad y cobrar lo justo para poder seguir haciéndolo, ni por la popularidad del espectáculo.\n\nEn resumen, y como observación personal, si buscas la comodidad de una ópera o un anfiteatro, te recomendamos asistir a un teatro o anfiteatro con asientos preasignados. Si lo que buscas es diversión, fiesta y espectáculos de drag queens en el escenario y entre el público, ve a Soho (y sí, caminaron y actuaron entre el público, así que el lugar estaba lleno, pero había espacio suficiente para moverse).\n\nEn respuesta a la EDICIÓN, querida Heidi, por favor, mira el video:\n\nhttps://www.instagram.com/reel/Ck9Cy1dD3iT/\nLos artistas podían caminar entre la multitud, al igual que el público.\n\n¡Mucha suerte! Y gracias por tu asistencia.\n\n",null,[0,96]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUMtbzdPYTlRRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgIC-o7Oa9QE%7CCgwIifrHmwYQoJ7X6AI%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUMtbzdPYTlRRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUMtbzdPYTlRRRItChZDSUhNMG9nS0VJQ0FnSUMtbzdPYURREhNDZ3dJaWZySG13WVFvSjdYNkFJGi4KF0NJSE0wb2dLRUlDQWdJQy1vN09halFFEhNDZ3dJNExDOW13WVFvSXZreWdJIhIJAAAAAAAAAAARtK0nJSN6TIYqE0Nnd0lpZnJIbXdZUW9KN1g2QUk\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQoykIPygB"],null,[null,[[1,4]]]],"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ0pMFCD0oCA"],null,"CAESY0NBRVFNUnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVkF0YlhoZlgxOWZSV2hFU1hCMVNEZHNSVE5JU0d4dE9XMXdVVUZCUVVGQlIyZHVPVE5qT0VObE5IRTNhMlZOV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUNWMGRyd2hRRRAB",["0x0:0x864c7a232527adb4",null,1701972506895870,1701972506895870,[null,null,["https://www.google.com/maps/contrib/112825831493285067261/reviews?hl\u003des"],null,null,["Ofir Sharon","https://lh3.googleusercontent.com/a-/ALV-UjVHAdT8G4mt4HwU6udzqdxQndgDIjQ9Q0SN-Ge6fMhvXPtX4WJ8\u003ds120-c-rp-mo-ba3-br100",["https://www.google.com/maps/contrib/112825831493285067261?hl\u003des"],"112825831493285067261",null,43,9,null,[1,5,1],8,["Local Guide · 43 reseñas",null,null,null,null,[null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ7LoGCEEoAA"]]]],null,"Hace 2 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,[[["GUIDED_DINING_PRICE_RANGE"],"¿Cuánto dinero gastaste por persona?",[[[["E:EUR_15_TO_20"],"15-20 €",2,null,"De 15 € a 20 €","0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3YcHCEMoAA"]],1],null,null,"Precio por persona",null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3IcHCEIoAQ",null,null,null,null,null,1,[[2]],2],[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3IcHCEQoAg",null,null,null,[4],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ3IcHCEUoAw",null,null,null,[4],null,2,null,1]],null,null,null,null,null,null,null,["en","es","inglés","español",1],[["It was a winter snowy day so not to much people but still crowded, bartender was ok and drunk, music was ok and sober, smoking area is inside, but as the only lgbtq club, the people deserve more than just ok so we would like to comeback.\n\nI gave it 5 stars for at least trying to be for the community and being the only one, still.",null,[0,237]],["Era un día nevado de invierno, así que no había mucha gente, pero aun así estaba lleno. El camarero estaba bien y borracho, la música estaba bien y sobria, la zona de fumadores está dentro, pero como es el único club LGBTQ+, la gente merece algo más que simplemente bien, así que nos gustaría volver.\n\nLe di 5 estrellas por al menos intentar estar con la comunidad y ser el único, aún así.",null,[0,240]]]],[null,1701977222000000,1701977222000000,"Hace 2 años",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTldNR1J5ZDJoUlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTldNR1J5ZDJoUlJSQUIQAA%3D%3D"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTldNR1J5ZDJoUlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTldNR1J5ZDJoUlJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTldNR1J5ZDJoUlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTldNR1J5ZDJoUlJSQUIQAA%3D%3D"],null,["en","es","inglés","español",1],[["Dear Ofir Sharon,\n\nThank you for your thoughtful review and the 5-star rating. We're delighted to receive your feedback, especially about our atmosphere and service. As a proud LGBTQ+ venue, it's heartening to know that our efforts to support the community are recognized and appreciated.\n\nWe take your comments seriously and are committed to continuously enhancing the overall experience at our club. Our goal is to provide an exceptional environment, far surpassing just an 'ok' standard. Your willingness to return is greatly encouraging, and we are eager to exceed your expectations on your next visit.\n\nWarm regards,\n\nSoho Club Team\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius",null,[0,97]],["Estimado Ofir Sharon:\n\nMuchas gracias por su amable reseña y la calificación de 5 estrellas. Nos alegra mucho recibir sus comentarios, especialmente sobre nuestro ambiente y servicio. Como un espacio LGBTQ+ del que nos sentimos orgullosos, es reconfortante saber que nuestros esfuerzos por apoyar a la comunidad son reconocidos y apreciados.\n\nTomamos sus comentarios muy en serio y nos comprometemos a mejorar continuamente la experiencia en nuestro club. Nuestro objetivo es ofrecer un ambiente excepcional, que supere con creces lo aceptable. Su intención de regresar es muy alentadora y esperamos superar sus expectativas en su próxima visita.\n\nUn cordial saludo,\n\nEquipo del Soho Club\nSvitrigailos 7, Vilnius\n\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius",null,[0,103]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUNWMGRyd2hRRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgICV0drwhQE%7CCgwImpTIqwYQsMiXqwM%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUNWMGRyd2hRRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUNWMGRyd2hRRRItChZDSUhNMG9nS0VJQ0FnSUNWMGRyd1JREhNDZ3dJbXBUSXF3WVFzTWlYcXdNGi4KF0NJSE0wb2dLRUlDQWdJQ1YwZHJ3eFFFEhNDZ3dJbXBUSXF3WVFzTWlYcXdNIhIJAAAAAAAAAAARtK0nJSN6TIYqE0Nnd0ltcFRJcXdZUXNNaVhxd00\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQoykIRigE"],null,[null,[[1,2]]]],"0ahUKEwi7-8zF7JOSAxVZHWMBHVrnHNwQ0pMFCEAoCQ"],null,"CAESY0NBRVFNaHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVkZvUm14ZlgxOWZSV2hEVVc5RVNuaERaVmhEVEdGaVJqTjNORUZCUVVGQlIyZHVPVE5tYTBOak4zRkphSFpCV1VGRFNVRQ\u003d\u003d"]]] \ No newline at end of file +[null,"CAESYENBRVFNaHBDUTJrNFNVRlNTVzVEWjI5QlVEZGZZbDlmWDE5ZlgxOWZSV2hFZFU1dVozbFdibmhPTFhSUFpHTjZPRUZCUVVGQlIyZG1YMEZ0VXpGTFRFaGZSMEZCYVVGQg\u003d\u003d",[[["ChZDSUhNMG9nS0VJQ0FnSUNabC15RFl3EAE",["0x0:0x85f89601b9909c72",null,1695165838826306,1695165838826306,[null,null,["https://www.google.com/maps/contrib/101773775249914608968/reviews?hl\u003des"],null,null,["Ian Hannon","https://lh3.googleusercontent.com/a-/ALV-UjVvgq2J184Fh43YxHy0j11QG3FqAjkQqIk4YYwHthPVZ0-5YA\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/101773775249914608968?hl\u003des"],"101773775249914608968",null,13,0,null,[0,3,1],0,["13 reseñas",null,null,null,null,[null,"0ahUKEwia856CsJ2SAxWuT4QGHTLoHIIQ7LoGCAMoAA"]]]],null,"Hace 2 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["en","es","inglés","español",1],[["I came here after getting a haircut elsewhere that I wasn't happy with. They did an amazing job fixing it and refused to take my money when I tried to pay. Complete class act, would highly recommend and will be back when I stay in Las Palmas again",null,[0,247]],["Vine aquí después de que me cortaran el pelo en otro sitio y no quedé satisfecho. Me lo arreglaron de maravilla y se negaron a cobrarme cuando intenté pagar. Un servicio de primera, lo recomiendo encarecidamente y volveré cuando me aloje de nuevo en Las Palmas.",null,[0,261]]]],[null,null,null,null,null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTmFiQzE1UkZsM0VBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTmFiQzE1UkZsM0VBRRAA"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTmFiQzE1UkZsM0VBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTmFiQzE1UkZsM0VBRRAA"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTmFiQzE1UkZsM0VBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTmFiQzE1UkZsM0VBRRAA"]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUNabC15RFl3EAE!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgICZl-yDYw%7CCgwIjtuoqAYQ0NuBigM%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSUNabC15RFl3EAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSUNabC15RFl3Ei4KF0NJSE0wb2dLRUlDQWdJQ1psLXlENHdFEhNDZ3dJanR1b3FBWVEwTnVCaWdNGi0KFkNJSE0wb2dLRUlDQWdJQ1psLXlERXcSE0Nnd0lqdHVvcUFZUTBOdUJpZ00iEgkAAAAAAAAAABFynJC5AZb4hSoTQ2d3SWp0dW9xQVlRME51QmlnTQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwia856CsJ2SAxWuT4QGHTLoHIIQoykIBCgB"],null,[null,[[1,2]]]],"0ahUKEwia856CsJ2SAxWuT4QGHTLoHIIQ0pMFCAIoAA"],null,"CAESY0NBRVFLUnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVko2Tm1wZlgxOWZSV2hEZUVGeU4wVjFhbHBqZHpNMFlWY3RjMEZCUVVGQlIyZHVPVE5zTkVOa1ZrRXRRMmhWV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSURONy1QeEJBEAE",["0x0:0x85f89601b9909c72",null,1706359520305257,1706365809261473,[null,null,["https://www.google.com/maps/contrib/109291835853045671301/reviews?hl\u003des"],null,null,["Alessandro Sandri “L”","https://lh3.googleusercontent.com/a-/ALV-UjUF2XJRDPHRTwpGd705tYSO1LztOj3ktRzGOshqrWxqRM29rB0f\u003ds120-c-rp-mo-ba6-br100",["https://www.google.com/maps/contrib/109291835853045671301?hl\u003des"],"109291835853045671301",null,84,1836,null,[1,8,1],134,["Local Guide · 84 reseñas",null,null,null,null,[null,"0ahUKEwia856CsJ2SAxWuT4QGHTLoHIIQ7LoGCAYoAA"]]]],null,"Hace un año",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,[["CIHM0ogKEICAgIDN7-PxxAE",["CIHM0ogKEICAgIDN7-PxxAE",10,12,null,null,null,["https://lh3.googleusercontent.com/geougc-cs/AMBA38skSAuUHOga5QqrSRHhH1dOjFLVfTDm5nouXbK3RgJSnkk6UnRay12thnpKOxg4YlKo1tOqZqY8FUpzO61J1M1P2SX1GzOom2932VzTd0YS7PEueQYECYR8EeVUSDJIvIes6yjc",null,[2268,4032]],null,[[3,-15.443685381299256,28.12998053591661],[0,90],[2268,4032],75],"EypxadqdHa6fkeQPstDzkAg","0ahUKEwia856CsJ2SAxWuT4QGHTLoHIIQzCcIBygB",["//www.google.com/local/imagery/report/?cb_client\u003dmaps_sv.tactile\u0026image_key\u003d!1e10!2sCIHM0ogKEICAgIDN7-PxxAE\u0026fid\u003d0x0:0x85f89601b9909c72",null,null,"0ahUKEwia856CsJ2SAxWuT4QGHTLoHIIQ-y4ICCgA"],null,null,null,null,null,null,null,null,null,[null,[10,"CIHM0ogKEICAgIDN7-PxxAE"],[10,3,[4032,2268]],[null,null,null,null,null,null,null,["R. 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Anbefales på det sterkeste ✂️",null,[0,63]],["Profesional, buen precio, ¡amable! ¡Muy recomendable! ✂️",null,[0,56]]]],[null,null,null,null,null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUmZibTh5TFZSM0VBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUmZibTh5TFZSM0VBRRAA"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUmZibTh5TFZSM0VBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUmZibTh5TFZSM0VBRRAA"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUmZibTh5TFZSM0VBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUmZibTh5TFZSM0VBRRAA"]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSURfbm8yLVR3EAE!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgID_no2-Tw%7CCgwI3IPOvAYQ6Jq7_QI%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSURfbm8yLVR3EAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSURfbm8yLVR3Ei4KF0NJSE0wb2dLRUlDQWdJRF9ubzItendFEhNDZ3dJM0lQT3ZBWVE2SnE3X1FJGi0KFkNJSE0wb2dLRUlDQWdJRF9ubzItTHcSE0Nnd0kzSVBPdkFZUTZKcTdfUUkiEgkAAAAAAAAAABFynJC5AZb4hSoTQ2d3STNJUE92QVlRNkpxN19RSQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwia856CsJ2SAxWuT4QGHTLoHIIQoykIESgC"],null,[null,[[1,0]]]],"0ahUKEwia856CsJ2SAxWuT4QGHTLoHIIQ0pMFCAooAg"],null,"CAESY0NBRVFLeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZWE10Y2tSZlgxOWZSV2hDYWtWVGQzQlpOM3ByU0hkaWNsZHRhMEZCUVVGQlIyZHVPVFZ4YTBOaE1tWk5kVmxCV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUR4N1pUc3F3RRAB",["0x0:0x85f89601b9909c72",null,1686668162361046,1686668162361046,[null,null,["https://www.google.com/maps/contrib/102941627381648186611/reviews?hl\u003des"],null,null,["Paul Bechtold","https://lh3.googleusercontent.com/a-/ALV-UjU0Lqd-yLtGHHWPPWpPdtWN1s3CE9saghsToT7TBr1ikZ6M-1s\u003ds120-c-rp-mo-ba4-br100",["https://www.google.com/maps/contrib/102941627381648186611?hl\u003des"],"102941627381648186611",null,100,14,null,[1,6,1],25,["Local Guide · 100 reseñas",null,null,null,null,[null,"0ahUKEwia856CsJ2SAxWuT4QGHTLoHIIQ7LoGCBMoAA"]]]],null,"Hace 2 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,[[["LEGACY_SERVICES_USER_JOURNEY"],"¿Has contratado servicios de esta empresa?",[[[["E:YES"],"Sí",2,null,null,"0ahUKEwia856CsJ2SAxWuT4QGHTLoHIIQ3YcHCBUoAA"]],1],null,null,null,null,"0ahUKEwia856CsJ2SAxWuT4QGHTLoHIIQ3IcHCBQoAQ",null,null,null,null,null,4,null,2]],null,null,null,null,null,null,null,["en","es","inglés","español",1],[["I will definitely be back again. Raul is amazing.",null,[0,50]],["Definitivamente volveré. Raúl es increíble.",null,[0,43]]]],[null,null,null,null,null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjROMXBVYzNGM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjROMXBVYzNGM1JSQUIQAA%3D%3D"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjROMXBVYzNGM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjROMXBVYzNGM1JSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjROMXBVYzNGM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUjROMXBVYzNGM1JSQUIQAA%3D%3D"]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUR4N1pUc3F3RRAB!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgIDx7ZTsqwE%7CCgwIgoeipAYQ8L-UrAE%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUR4N1pUc3F3RRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUR4N1pUc3F3RRItChZDSUhNMG9nS0VJQ0FnSUR4N1pUc2F3EhNDZ3dJZ29laXBBWVE4TC1VckFFGi4KF0NJSE0wb2dLRUlDQWdJRHg3WlRzNndFEhNDZ3dJZ29laXBBWVE4TC1VckFFIhIJAAAAAAAAAAARcpyQuQGW-IUqE0Nnd0lnb2VpcEFZUThMLVVyQUU\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwia856CsJ2SAxWuT4QGHTLoHIIQoykIFigC"],null,[null,[[1,0]]]],"0ahUKEwia856CsJ2SAxWuT4QGHTLoHIIQ0pMFCBIoAw"],null,"CAESY0NBRVFMQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVFZxYmxKZlgxOWZSV2hFYlVzdFkyTmtTRTFRUjJZME1sOUZaMEZCUVVGQlIyZHVPVFp2UVVOa01IRXRVM05aV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSUNtelp6NUFREAE",["0x0:0x85f89601b9909c72",null,1641399398606428,1641399398606428,[null,null,["https://www.google.com/maps/contrib/110667257454437893186/reviews?hl\u003des"],null,null,["Ievgen Chernenko","https://lh3.googleusercontent.com/a-/ALV-UjWhz92QONNZpFjBgGUhyq0t-e3Nfy3OhjxDXcIML2Inl9ge0wPf\u003ds120-c-rp-mo-ba3-br100",["https://www.google.com/maps/contrib/110667257454437893186?hl\u003des"],"110667257454437893186",null,51,66,null,[1,5,1],12,["Local Guide · 51 reseñas",null,null,null,null,[null,"0ahUKEwia856CsJ2SAxWuT4QGHTLoHIIQ7LoGCBgoAA"]]]],null,"Hace 4 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["en","es","inglés","español",1],[["Good masters working there! David is simple a rockstar 🙌",null,[0,56]],["¡Qué buenos maestros trabajan ahí! David es simplemente una estrella del rock. 🙌",null,[0,80]]]],[null,1658746715000000,1658746715000000,"Hace 3 años",null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTnRlbHA2TlVGUkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTnRlbHA2TlVGUkVBRRAA"],"https://business.google.com/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTnRlbHA2TlVGUkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTnRlbHA2TlVGUkVBRRAA"],null,"https://business.google.com/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTnRlbHA2TlVGUkVBRRAA",[null,null,null,"/local/business/15913601773761038393/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTnRlbHA2TlVGUkVBRRAA"],null,["es"],[["Muchas gracias por su 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valoración.",null,[0,33]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUQyaE9fSkJnEAE!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgID2hO_JBg%7CCgwIlsrUkwYQwI6u7QI%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSUQyaE9fSkJnEAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSUQyaE9fSkJnGi4KF0NJSE0wb2dLRUlDQWdJRDJoT19KaGdFEhNDZ3dJbHNyVWt3WVF3STZ1N1FJIhIJAAAAAAAAAAARcpyQuQGW-IUqE0Nnd0lsc3JVa3dZUXdJNnU3UUk\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwia856CsJ2SAxWuT4QGHTLoHIIQoykILCgD"],null,[null,[[1,0]]]],"0ahUKEwia856CsJ2SAxWuT4QGHTLoHIIQ0pMFCCYoBw"],null,"CAESY0NBRVFNQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZalp5T1doZlgxOWZSV2hEUkcwdFVDMHlTMEZuVDJOalZIbHVZMEZCUVVGQlIyZHVPVjl0UVVObU1scHVTSGhGV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSURtM3NqSGNREAE",["0x0:0x85f89601b9909c72",null,1643465295431582,1643465295431582,[null,null,["https://www.google.com/maps/contrib/116910931737784980020/reviews?hl\u003des"],null,null,["Leonardo 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prestarle un buen servicio.\" muchísimas gracias\"",null,[0,131]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSURtM3NqSGNREAE!2m1!1s0x0:0x85f89601b9909c72!3m1!1s2@1:CIHM0ogKEICAgIDm3sjHcQ%7CCgwIz5TVjwYQsNblzQE%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSURtM3NqSGNREAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSURtM3NqSGNRGi4KF0NJSE0wb2dLRUlDQWdJRG0zc2pIOFFFEhNDZ3dJejVUVmp3WVFzTmJselFFIhIJAAAAAAAAAAARcpyQuQGW-IUqE0Nnd0l6NVRWandZUXNOYmx6UUU\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwia856CsJ2SAxWuT4QGHTLoHIIQoykINCgD"],null,[null,[[1,0]]]],"0ahUKEwia856CsJ2SAxWuT4QGHTLoHIIQ0pMFCC0oCA"],null,"CAESY0NBRVFNUnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZalozYjFVelgxOWZSV2hDVGs4eGF5MHlkMjE2WVhOMVh6azBUVUZCUVVGQlIyZHVPVjl0V1VOblZtNVdkV0puV1VGRFNVRQ\u003d\u003d"],[["Ci9DQUlRQUNvZENodHljRjlvT2toMWNrZDFZbGcxZVZKNGVtMWFaR2t0TTIxVE5FRRAB",["0x0:0x85f89601b9909c72",null,1766487182848108,1766487182848108,[null,null,["https://www.google.com/maps/contrib/116240336178745616731/reviews?hl\u003des"],null,null,["Andy 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310 reseñas",null,null,null,null,[null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ7LoGCAMoAA"]]]],null,"Hace 7 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[4],null,null,null,null,null,null,null,null,null,null,null,null,null,["en","es","inglés","español",1],[["I was there in Friday night. Quite crowded, good music, nice guys. A little expensive the cocktails, but the entrance was very cheap.\nAbsolutely a good place to have a gay night in Vilnius.",null,[0,189]],["Estuve allí el viernes por la noche. Había bastante gente, buena música y gente maja. Los cócteles eran un poco caros, pero la entrada era muy barata. Sin duda, un buen sitio para pasar una noche gay en Vilna.",null,[0,209]]]],[null,null,null,null,null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTkJiWFYxY1hwQlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTkJiWFYxY1hwQlJSQUIQAA%3D%3D"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTkJiWFYxY1hwQlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTkJiWFYxY1hwQlJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTkJiWFYxY1hwQlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTkJiWFYxY1hwQlJSQUIQAA%3D%3D"]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUNBbXV1cXpBRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgICAmuuqzAE%7CCgwI1NuW0wUQgOKiyAE%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUNBbXV1cXpBRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUNBbXV1cXpBRRIuChdDSUhNMG9nS0VJQ0FnSUNBbXV1cXJBRRITQ2d3STFOdVcwd1VRZ09LaXlBRRotChZDSUhNMG9nS0VJQ0FnSUNBbXV1cWJBEhNDZ3dJMU51VzB3VVFnT0tpeUFFIhIJAAAAAAAAAAARtK0nJSN6TIYqE0Nnd0kxTnVXMHdVUWdPS2l5QUU\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQoykIBCgB"],null,[null,[[1,5]]]],"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ0pMFCAIoAA"],null,"CAESY0NBRVFNeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVkZvU0ZSZlgxOWZSV2hFVjJ0TE0wUXlXSGhoYmxKT2FXaHRaMEZCUVVGQlIyZHVPVE5tYTBOdWRVeFJMV3B6V1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSURDdllTTDdBRRAB",["0x0:0x864c7a232527adb4",null,1602144793366203,1602144793366203,[null,null,["https://www.google.com/maps/contrib/109322248419124565187/reviews?hl\u003des"],null,null,["Netia Ingram","https://lh3.googleusercontent.com/a/ACg8ocKtfgcj5LiK_G5WJMLQUQxEL-2AdZpz8llkfINoKFp9kxtDQw\u003ds120-c-rp-mo-ba4-br100",["https://www.google.com/maps/contrib/109322248419124565187?hl\u003des"],"109322248419124565187",null,149,246,null,[1,6,1],0,["Local Guide · 149 reseñas",null,null,null,null,[null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ7LoGCAYoAA"]]]],null,"Hace 5 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["en","es","inglés","español",1],[["I didn't expect to find much lgbt nightlife in Vilnius, but this club hit the mark! It wasn't too crowded while I was there, but I easily met some great, friendly people, and had a good night dancing, drinking, and having fun.",null,[0,226]],["No esperaba encontrar tanta vida nocturna LGBT en Vilna, ¡pero esta discoteca fue perfecta! No estaba muy concurrida cuando estuve allí, pero conocí gente genial y amigable, y pasé una noche genial bailando, bebiendo y divirtiéndome.",null,[0,233]]]],[null,1602155757000000,1602155757000000,"Hace 5 años",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUkRkbGxUVERkQlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUkRkbGxUVERkQlJSQUIQAA%3D%3D"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUkRkbGxUVERkQlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUkRkbGxUVERkQlJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUkRkbGxUVERkQlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUkRkbGxUVERkQlJSQUIQAA%3D%3D"],null,["en","es","inglés","español",1],[["Dear Netia,\n\nMany thanks for taking the time to leave your feedback, it is very much appreciated!\n\nBest regards,\n\nSOHO team",null,[0,84]],["Estimada Netia:\n\nMuchas gracias por dedicar tiempo a dejarnos sus comentarios. ¡Los apreciamos mucho!\n\nSaludos cordiales,\n\nEquipo SOHO",null,[0,94]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSURDdllTTDdBRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgIDCvYSL7AE%7CCgwImZT7-wUQ-KDPrgE%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSURDdllTTDdBRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSURDdllTTDdBRRItChZDSUhNMG9nS0VJQ0FnSURDdllTTEhBEhNDZ3dJbVpUNy13VVEtS0RQcmdFGi4KF0NJSE0wb2dLRUlDQWdJREN2WVNMbkFFEhNDZ3dJbVpUNy13VVEtS0RQcmdFIhIJAAAAAAAAAAARtK0nJSN6TIYqE0Nnd0ltWlQ3LXdVUS1LRFByZ0U\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQoykIBygB"],null,[null,[[1,3]]]],"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ0pMFCAUoAQ"],null,"CAESY0NBRVFOQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVkpuYjBSZlgxOWZSV2hCTFc1dUxXdzRRMVJ0VGtGSVVrOVNORUZCUVVGQlIyZHVPVE5yWTBOcGRtazJhazlyV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSUNOMTlhYUN3EAE",["0x0:0x864c7a232527adb4",null,1705606273970988,1705606273970988,[null,null,["https://www.google.com/maps/contrib/117187512914293989943/reviews?hl\u003des"],null,null,["Vadim Korsak","https://lh3.googleusercontent.com/a/ACg8ocKk3jyevVgWQvWZZAQiRDAkEsHlOW_E5-hza3fwbkumhfcaaQ\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/117187512914293989943?hl\u003des"],"117187512914293989943",null,1,0,null,[0,2,1],0,["1 reseña",null,null,null,null,[null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ7LoGCAkoAA"]]]],null,"Hace un año",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,[[["GUIDED_DINING_FOOD_ASPECT"],"Comida",null,null,null,"Comida",null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ3IcHCAooAQ",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ3IcHCAsoAg",null,null,null,[5],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ3IcHCAwoAw",null,null,null,[5],null,2,null,1]],null,null,null,null,null,null,null,["lt","es","lituano","español",1],[["Praeitą šeštadienį apsilankiau jūsų klube, tatuiruotas vaikinas nepamenu tiksliai vardo, puikiai patarė rekomendacijas ir šauniai aptarnavo mūsų draugų grupele, skyrė dėmesį ne tik perkančiajam bet ir visai kitai likusiai grupelei, super, ačiū, iki kitų kartų!",null,[0,260]],["Visité su club el sábado pasado, el chico tatuado, no recuerdo su nombre exacto, dio muy buenas recomendaciones y atendió de maravilla a nuestro grupo de amigos, prestando atención no solo al comprador sino también al resto del grupo, genial, gracias, ¡hasta la próxima!",null,[0,270]]]],[null,1709811544000000,1709811544000000,"Hace un año",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTk9NVGxoWVVOM0VBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTk9NVGxoWVVOM0VBRRAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTk9NVGxoWVVOM0VBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTk9NVGxoWVVOM0VBRRAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTk9NVGxoWVVOM0VBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTk9NVGxoWVVOM0VBRRAA"],null,["en","es","inglés","español",1],[["Dear Vadim Korsak,\n\nThank you for taking the time to share your experience. We’re delighted to hear that you and your friends received excellent service and recommendations from our tattooed team member. It’s fantastic to know he made your visit memorable by paying attention to everyone in the group. We’ll make sure to pass on your kind words and gratitude. Looking forward to welcoming you back for more great moments. See you next time!\n\nWarm regards,\n\nSoho Club Team",null,[0,99]],["Estimado Vadim Korsak:\n\nGracias por tomarse el tiempo para compartir su experiencia. Nos complace saber que usted y sus amigos recibieron un excelente servicio y recomendaciones de nuestro miembro del equipo tatuado. Es fantástico saber que hizo que su visita fuera memorable, prestando atención a todos en el grupo. Nos aseguraremos de transmitirle sus amables palabras y agradecimiento. Esperamos darle la bienvenida nuevamente para disfrutar de más momentos inolvidables. ¡Nos vemos la próxima vez!\n\nAtentamente,\n\nEquipo del Soho Club",null,[0,103]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUNOMTlhYUN3EAE!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgICN19aaCw%7CCgwIgfmlrQYQ4LOAzwM%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSUNOMTlhYUN3EAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSUNOMTlhYUN3Ei4KF0NJSE0wb2dLRUlDQWdJQ04xOWFhaXdFEhNDZ3dJZ2ZtbHJRWVE0TE9BendNGi0KFkNJSE0wb2dLRUlDQWdJQ04xOWFhU3cSE0Nnd0lnZm1sclFZUTRMT0F6d00iEgkAAAAAAAAAABG0rSclI3pMhioTQ2d3SWdmbWxyUVlRNExPQXp3TQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQoykIDSgE"],null,[null,[[1,1]]]],"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ0pMFCAgoAg"],null,"CAESY0NBRVFOUnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVkpuYnpWZlgxOWZSV2hFWWpsM01DMVBha05HVlVSVVgycHNjMEZCUVVGQlIyZHVPVE5yWTBOamRVaDRjRVV3V1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUQyMzZiRzhBRRAB",["0x0:0x864c7a232527adb4",null,1653826945785739,1659427580575227,[null,null,["https://www.google.com/maps/contrib/116682991997046505366/reviews?hl\u003des"],null,null,["Pune Thomas","https://lh3.googleusercontent.com/a/ACg8ocLIN7IFGRVT7BJIxBvV974w60SaGpdQ2ZcuwcbsBblTS29IOg\u003ds120-c-rp-mo-ba4-br100",["https://www.google.com/maps/contrib/116682991997046505366?hl\u003des"],"116682991997046505366",null,97,11,null,[1,6,1],26,["Local Guide · 97 reseñas",null,null,null,null,[null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ7LoGCA8oAA"]]]],null,"Fecha de edición: Hace 3 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[4],null,null,null,null,null,null,null,null,null,null,null,null,null,["en","es","inglés","español",1],[["I had fun. Bar service and coat service was good and the club was kept clean. The music was a good mix, but too loud for the small room. The club wasn’t very full, even after 1am.",null,[0,179]],["Me divertí. El servicio de bar y de abrigos era bueno y el club se mantenía limpio. La música era una buena mezcla, pero demasiado alta para la habitación pequeña. El club no estaba muy lleno, ni siquiera después de la una de la madrugada.",null,[0,239]]]],[null,1666701052000000,1666701052000000,"Hace 3 años",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXlNelppUnpoQlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXlNelppUnpoQlJSQUIQAA%3D%3D"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXlNelppUnpoQlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXlNelppUnpoQlJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXlNelppUnpoQlJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUXlNelppUnpoQlJSQUIQAA%3D%3D"],null,["en","es","inglés","español",1],[["Dear Pune Thomas,\n\nmany thanks for reviewing us. \n\n",null,[0,48]],["Estimado Pune Thomas:\n\nMuchas gracias por su reseña.\n\n",null,[0,52]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUQyMzZiRzhBRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgID236bG8AE%7CCgwI_LWjlwYQ-IilkgI%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUQyMzZiRzhBRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUQyMzZiRzhBRRIuChdDSUhNMG9nS0VJQ0FnSUQyMzZiR2lBRRITQ2d3SV9MV2psd1lRLUlpbGtnSRouChdDSUhNMG9nS0VJQ0FnSUQyMzZiR3lBRRITQ2d3SWdjdk5sQVlRLU5uVjlnSSISCQAAAAAAAAAAEbStJyUjekyGKhNDZ3dJX0xXamx3WVEtSWlsa2dJ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQoykIECgB"],null,[null,[[1,0]]]],"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ0pMFCA4oAw"],null,"CAESY0NBRVFOaHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVkpvUTNCZlgxOWZSV2hFV0VKV1JtbEJjVEF5ZFhkYU9XbFNVVUZCUVVGQlIyZHVPVE5yWTBObVlVcHZiRmRCV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSURCOF95bmxnRRAB",["0x0:0x864c7a232527adb4",null,1674905915829714,1674905915829714,[null,null,["https://www.google.com/maps/contrib/112264787503663626209/reviews?hl\u003des"],null,null,["Denys Poltoratskyy","https://lh3.googleusercontent.com/a-/ALV-UjVtlDmdOh5gWun3buSgyEqTSheFj30ZoXHYiGzvaTsIBmTWeAGP\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/112264787503663626209?hl\u003des"],"112264787503663626209",null,3,1,null,[0,3,1],1,["3 reseñas",null,null,null,null,[null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ7LoGCBIoAA"]]]],null,"Hace 2 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[1],null,null,null,null,null,null,null,null,null,null,null,null,null,["lt","es","lituano","español",1],[["Nerekomenduoju šio klubo, nebent jei norite save pajusti šiukšlėmis. Brangiai sumokėsite už kokteilius iš ledukų, šiek tiek kolos ir alkoholio pėdsakų, apsauga atsitiktiniai pasirenka žmones kuriuos išmeta iš klubo be visokios priežasties. Tai jei norite blogios nuotaikos ir prarastų pinigų welcome to Soho.",null,[0,308]],["No recomiendo este club a menos que quieras sentirte fatal. Pagarás un dineral por cócteles hechos con cubitos de hielo, un poco de cola y restos de alcohol; el personal de seguridad selecciona a la gente al azar y la echa del club sin motivo alguno. Así que, si buscas estar de mal humor y perder dinero, bienvenido al Soho.",null,[0,325]]]],[null,1674940402000000,1674940402000000,"Hace 2 años",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUkNPRjk1Ym14blJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUkNPRjk1Ym14blJSQUIQAA%3D%3D"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUkNPRjk1Ym14blJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUkNPRjk1Ym14blJSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUkNPRjk1Ym14blJSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUkNPRjk1Ym14blJSQUIQAA%3D%3D"],null,["lt","es","lituano","español",1],[["Denys Poltorarskyy,\nkaip suprantame Jūs šiek tiek primiršote kodėl Jūs buvote paprašyti palikti klubą. Tik dėka apsaugos kuri Jus pagavo, Jūs vos nesusižalojote krisdami nuo laiptų. Dėl Jūsų būsenos Jus mandagiai paprašė palikti klubą, nes Jums laikas buvo ilsėtis. Jums iškvietėme taksi kad saugiai pasiektumėte namus, mes radome Jūsų pamestą telefoną kai jo pasigedote, stengėmės kuo labiau užtikrinti Jūsų saugumą, bet galiausiai sulaukėmė priekaištu ir neigiamo atsiliepimo. Tai suprato ir Jūsų kolega kuris buvo kartu su Jumis, dėja tik Jūsų kolega suprato ir stengėsi atsiprašyti klubo administracijos dėl Jūsų elgesio. ",null,[0,173]],["Denys Poltorarskyy, según tenemos entendido, has olvidado un poco por qué te pidieron que salieras del club. Solo gracias al guardia de seguridad que te atrapó, casi te lastimas al caer por las escaleras. Debido a tu estado, te pidieron amablemente que salieras del club, ya que era hora de descansar. Llamamos un taxi para que volvieras sano y salvo a casa, encontramos tu teléfono cuando lo perdiste e intentamos garantizar tu seguridad al máximo, pero al final recibimos una reprimenda y una respuesta negativa. Tu compañero que estaba contigo también lo entendió; lamentablemente, solo tu compañero lo entendió e intentó disculparse con la administración del club por tu comportamiento.",null,[0,236]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSURCOF95bmxnRRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgIDB8_ynlgE%7CCgwIu5LUngYQ0NzRiwM%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSURCOF95bmxnRRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSURCOF95bmxnRRItChZDSUhNMG9nS0VJQ0FnSURCOF95blZnEhNDZ3dJdTVMVW5nWVEwTnpSaXdNGi4KF0NJSE0wb2dLRUlDQWdJREI4X3luMWdFEhNDZ3dJdTVMVW5nWVEwTnpSaXdNIhIJAAAAAAAAAAARtK0nJSN6TIYqE0Nnd0l1NUxVbmdZUTBOelJpd00\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQoykIEygB"],null,[null,[[1,2]]]],"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ0pMFCBEoBA"],null,"CAESY0NBRVFOeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVkp3U21SZlgxOWZSV2hFUldRM2RVMDBjR1F4YWtScU9XOXVTVUZCUVVGQlIyZHVPVE5zUlVObFoyWlVOMnR2V1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSUMtcy1ucWJREAE",["0x0:0x864c7a232527adb4",null,1668303709112750,1668303709112750,[null,null,["https://www.google.com/maps/contrib/110061277276812924984/reviews?hl\u003des"],null,null,["Karolis Ruzgas","https://lh3.googleusercontent.com/a-/ALV-UjUamZQFbmPim7L1tsf8uWMeTOBScPHYHdmJQXXREAF6BrW9eStS\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/110061277276812924984?hl\u003des"],"110061277276812924984",null,4,0,null,[0,3,1],16,["4 reseñas",null,null,null,null,[null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ7LoGCBUoAA"]]]],null,"Hace 3 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["en","es","inglés","español",1],[["The best club in Vilnius. Always good vibes. Very polite and professional staff. They make the best events!!!!this is the place you must visit if you are in Vilnius! :)",null,[0,168]],["El mejor club de Vilna. Siempre buen ambiente. Personal muy amable y profesional. ¡Organizan los mejores eventos! ¡Este es el lugar que tienes que visitar si estás en Vilna! :)",null,[0,176]]]],[null,1668376059000000,1668376059000000,"Hace 3 años",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTXRjeTF1Y1dKUkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTXRjeTF1Y1dKUkVBRRAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTXRjeTF1Y1dKUkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTXRjeTF1Y1dKUkVBRRAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTXRjeTF1Y1dKUkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVTXRjeTF1Y1dKUkVBRRAA"],null,["en","es","inglés","español",1],[["Dear Karolis Ruzgas, \nMany thanks for taking the time to give us your feedback, it is much appreciated. We are looking forward to see you in our club again soon. \n\nBest regards, \nSOHO team",null,[0,162]],["Estimado Karolis Ruzgas: Muchas gracias por dedicar su tiempo a compartir sus comentarios; los apreciamos mucho. Esperamos verle pronto en nuestro club.\n\nSaludos cordiales,\nEquipo SOHO",null,[0,152]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUMtcy1ucWJREAE!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgIC-s-nqbQ%7CCgsI3ZbBmwYQsNvhNQ%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnSUMtcy1ucWJREAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnSUMtcy1ucWJREi0KF0NJSE0wb2dLRUlDQWdJQy1zLW5xN1FFEhJDZ3NJM1piQm13WVFzTnZoTlEaLAoWQ0lITTBvZ0tFSUNBZ0lDLXMtbnFIURISQ2dzSTNaYkJtd1lRc052aE5RIhIJAAAAAAAAAAARtK0nJSN6TIYqEkNnc0kzWmJCbXdZUXNOdmhOUQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQoykIFigB"],null,[null,[[1,1]]]],"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ0pMFCBQoBQ"],null,"CAESY0NBRVFPQnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVkp6WkhCZlgxOWZSV2hFTmxSaE5uSlBkMDkwV0MxdlgyaEVhMEZCUVVGQlIyZHVPVE5zVlVObE5VWmFia1ZqV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnTUNJcjZxN0xBEAE",["0x0:0x864c7a232527adb4",null,1743868092347641,1743872799653557,[null,null,["https://www.google.com/maps/contrib/109730305652475038398/reviews?hl\u003des"],null,null,["Aurimas","https://lh3.googleusercontent.com/a-/ALV-UjW94A71x_C9Pmd8rOwEUddT_m_WW2AwiWPzIqUXI3JzzdxOj-c0CQ\u003ds120-c-rp-mo-ba4-br100",["https://www.google.com/maps/contrib/109730305652475038398?hl\u003des"],"109730305652475038398",null,90,336,null,[1,6,1],90,["Local Guide · 90 reseñas",null,null,null,null,[null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ7LoGCBgoAA"]]]],null,"Hace 9 meses",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[2],null,null,null,null,null,[[["GUIDED_DINING_PRICE_RANGE"],"¿Cuánto dinero gastaste por persona?",[[[["E:EUR_25_TO_30"],"25-30 €",2,null,"De 25 € a 30 €","0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ3YcHCBooAA"]],1],null,null,"Precio por persona",null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ3IcHCBkoAQ",null,null,null,null,null,1,[[2]],2],[["GUIDED_DINING_FOOD_ASPECT"],"Comida",null,null,null,"Comida",null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ3IcHCBsoAg",null,null,null,[3],null,2,null,1],[["GUIDED_DINING_SERVICE_ASPECT"],"Servicio",null,null,null,"Servicio",null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ3IcHCBwoAw",null,null,null,[2],null,2,null,1],[["GUIDED_DINING_ATMOSPHERE_ASPECT"],"Ambiente",null,null,null,"Ambiente",null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ3IcHCB0oBA",null,null,null,[3],null,2,null,1]],null,null,null,null,null,null,null,["lt","es","lituano","español",1],[["Neadekvačios kainos, 0.33 alaus butelis kainuoja 6.5 EUR",null,[0,56]],["Precios inadecuados, una botella de cerveza de 0,33 cuesta 6,5 \u200b\u200bEUR",null,[0,68]]]],[null,1743869042000000,1743869042000000,"Hace 9 meses",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblRVTkpjalp4TjB4QkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblRVTkpjalp4TjB4QkVBRRAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblRVTkpjalp4TjB4QkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblRVTkpjalp4TjB4QkVBRRAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblRVTkpjalp4TjB4QkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblRVTkpjalp4TjB4QkVBRRAA"],null,["en","es","inglés","español",1],[["Dear Aurimas,\n\nThanks for your feedback. When you mention “inadequate prices,” we’re genuinely curious—compared to what? Usually, such comments come with a point of reference, and we’d love to understand yours better.\n\nFor clarity, we invite everyone to explore our full bar menu at https://sohoclub.lt/bar-menu, where you’ll find over 260 different drinks and cocktails. It’s actually one of the largest selections in Vilnius, so it’s surprising if you didn’t find something that matched your expectations.\n\nWe’re always open to feedback, but let’s keep it fair for everyone reading.\n\nBest regards,\nSoho Club Team\n\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius #GoodEmotions #UnforgettableVibes #FeelTheEnergy",null,[0,94]],["Estimado Aurimas:\n\nGracias por sus comentarios. Cuando menciona \"precios inadecuados\", sentimos mucha curiosidad. ¿Comparado con qué? Normalmente, estos comentarios vienen con un punto de referencia, y nos encantaría comprender mejor el suyo.\n\nPara mayor claridad, los invitamos a explorar nuestra carta completa en https://sohoclub.lt/bar-menu, donde encontrarán más de 260 bebidas y cócteles diferentes. De hecho, es una de las selecciones más amplias de Vilna, así que nos sorprendería que no encontraran algo que cumpliera con sus expectativas.\n\nSiempre estamos abiertos a recibir comentarios, pero seamos justos para todos los lectores.\n\nAtentamente,\nEquipo del Soho Club\n\nSvitrigailos 7, Vilna\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius #GoodEmotions #UnforgettableVibes #FeelTheEnergy",null,[0,95]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnTUNJcjZxN0xBEAE!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgMCIr6q7LA%7CCgwIn8bFvwYQiPrRtwI%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChZDSUhNMG9nS0VJQ0FnTUNJcjZxN0xBEAE\u0026t\u003d1\u0026entityid\u003dChZDSUhNMG9nS0VJQ0FnTUNJcjZxN0xBEi4KF0NJSE0wb2dLRUlDQWdNQ0lyNnE3ckFFEhNDZ3dJbjhiRnZ3WVFpUHJSdHdJGi0KFkNJSE0wb2dLRUlDQWdNQ0lyNnE3YkESE0Nnd0l2S0hGdndZUXFLbmlwUUUiEgkAAAAAAAAAABG0rSclI3pMhioTQ2d3SW44YkZ2d1lRaVByUnR3SQ\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQoykIHigF"],null,[null,[[1,0]]]],"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ0pMFCBcoBg"],null,"CAESY0NBRVFPUnBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVk5MYWpWZlgxOWZSV2hCTVZCS2NVTnZZbEJqVW10TWRuVklSVUZCUVVGQlIyZHVPVE51YjBOaFptdFZla1p2V1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSUMtdTRfVnh3RRAB",["0x0:0x864c7a232527adb4",null,1668452914911950,1668452914911950,[null,null,["https://www.google.com/maps/contrib/108630063938469318786/reviews?hl\u003des"],null,null,["Chlo","https://lh3.googleusercontent.com/a/ACg8ocLZR-z3l7_wxOS-O4k8rJ2pEiOok9cHwwuqBWpbMfZqOwIWdQ\u003ds120-c-rp-mo-ba3-br100",["https://www.google.com/maps/contrib/108630063938469318786?hl\u003des"],"108630063938469318786",null,34,0,null,[1,5,1],6,["Local Guide · 34 reseñas",null,null,null,null,[null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ7LoGCCAoAA"]]]],null,"Hace 3 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[1],null,null,null,null,null,null,null,null,null,null,null,null,null,["en","es","inglés","español",1],[["Definitely overbooked their venue for the Dramatica event, quite a few people couldn't even get into the area/room where they could see the show (I'm not talking a bad view, I mean absolutely no possibility of seeing it at all). I paid for a ticket to see the event, not for a chance to see the event.\n\nIt would be better to charge a little more for tickets instead of selling too many.",null,[0,239]],["Definitivamente sobrevendieron el local para el evento Dramatica; mucha gente ni siquiera pudo entrar a la sala donde podían ver el espectáculo (no me refiero a una mala vista, sino a la absoluta imposibilidad de verlo). Pagué una entrada para ver el evento, no por la oportunidad de verlo.\n\nSería mejor cobrar un poco más por las entradas en lugar de vender demasiadas.",null,[0,238]]]],[null,1668455847000000,1668455847000000,"Hace 3 años",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXRkVFJmVm5oM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXRkVFJmVm5oM1JSQUIQAA%3D%3D"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXRkVFJmVm5oM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXRkVFJmVm5oM1JSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXRkVFJmVm5oM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVTXRkVFJmVm5oM1JSQUIQAA%3D%3D"],null,["en","es","inglés","español",1],[["Hi Chel,\n\nWe are sorry for the inconvenience, but everyone who followed the advice (during the ticket purchase and after) and arrived earlier were able to enjoy the show without any issues.\n\nWe mean no disrespect, but if the performers were able to walk among the crowd so could the crowd. Please see the video https://www.instagram.com/reel/Ck9Cy1dD3iT/\n\nAnd yes, we can’t provide a designated seating or standing spots, but we are doing our best to balance affordability and being able to afford to run the show at all.\n\nMany thanks in advance for your understanding. We hope to see you again 45 minutes before the start of the show, so you would be able to get the spot you like.",null,[0,90]],["Hola Chel,\n\nLamentamos las molestias, pero quienes siguieron las recomendaciones (tanto al comprar las entradas como después) y llegaron con anticipación pudieron disfrutar del espectáculo sin problemas.\n\nSin ánimo de ofender, si los artistas pudieron moverse entre el público, el público también. Puedes ver el video aquí: https://www.instagram.com/reel/Ck9Cy1dD3iT/\n\nY sí, lamentablemente no podemos ofrecer asientos ni lugares específicos para estar de pie, pero estamos haciendo todo lo posible para que los precios sean accesibles y, al mismo tiempo, poder organizar el espectáculo.\n\nMuchas gracias de antemano por tu comprensión. Esperamos verte de nuevo 45 minutos antes del inicio del espectáculo para que puedas elegir el lugar que prefieras.",null,[0,90]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSUMtdTRfVnh3RRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgIC-u4_VxwE%7CCgwIsqTKmwYQsIHtsgM%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSUMtdTRfVnh3RRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSUMtdTRfVnh3RRItChZDSUhNMG9nS0VJQ0FnSUMtdTRfVkp3EhNDZ3dJc3FUS213WVFzSUh0c2dNGi4KF0NJSE0wb2dLRUlDQWdJQy11NF9WcHdFEhNDZ3dJc3FUS213WVFzSUh0c2dNIhIJAAAAAAAAAAARtK0nJSN6TIYqE0Nnd0lzcVRLbXdZUXNJSHRzZ00\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQoykIISgB"],null,[null,[[1,4]]]],"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ0pMFCB8oBw"],null,"CAESY0NBRVFPaHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVk5NUW1wZlgxOWZSV2hEVUVNd2NYWm9ibGRaUldwRVNHNVpXVUZCUVVGQlIyZHVPVE51YzBObE5HZ3dObE5CV1VGRFNVRQ\u003d\u003d"],[["ChdDSUhNMG9nS0VJQ0FnSURHbGRmNzh3RRAB",["0x0:0x864c7a232527adb4",null,1638657231676592,1691605954264636,[null,null,["https://www.google.com/maps/contrib/101934905202322723580/reviews?hl\u003des"],null,null,["Yuri Zanozin","https://lh3.googleusercontent.com/a-/ALV-UjXN50wb7UmvAcO8x0IutnpFLiDknb-HpQgR3IYhc-oAasZ7Ix3J\u003ds120-c-rp-mo-ba4-br100",["https://www.google.com/maps/contrib/101934905202322723580?hl\u003des"],"101934905202322723580",null,184,60,null,[1,6,1],43,["Local Guide · 184 reseñas",null,null,null,null,[null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ7LoGCCMoAA"]]]],null,"Fecha de edición: Hace 2 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[4],null,null,null,null,null,null,null,null,null,null,null,null,null,["en","es","inglés","español",1],[["Great gay club in the city, lots of young people, music is also mostly really nice! Only one minus that bartenders could at least try to be friendly. For the rest, it's a cool party!",null,[0,182]],["Un club gay genial en la ciudad, mucha gente joven, ¡y la música suele ser muy buena! El único inconveniente es que los camareros podrían al menos intentar ser amables. Por lo demás, ¡es una fiesta genial!",null,[0,205]]]],[null,1696684640000000,1696684640000000,"Hace 2 años",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUkhiR1JtTnpoM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUkhiR1JtTnpoM1JSQUIQAA%3D%3D"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUkhiR1JtTnpoM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUkhiR1JtTnpoM1JSQUIQAA%3D%3D"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUkhiR1JtTnpoM1JSQUIQAA%3D%3D",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiRDaGREU1VoTk1HOW5TMFZKUTBGblNVUkhiR1JtTnpoM1JSQUIQAA%3D%3D"],null,["en","es","inglés","español",1],[["Thank you for the positive feedback and for sharing your experience at Soho Club. We're glad to hear that you enjoyed the vibrant atmosphere and the music! We'll take note of your comments regarding our bartenders, as we continuously work to improve our service and ensure a friendly environment for all our guests. We appreciate your input and look forward to making your next visit a five-star experience!\n\nWarm regards,\n\nSoho Club Team\nSvitrigailos 7, Vilnius\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilnius",null,[0,238]],["Gracias por sus comentarios positivos y por compartir su experiencia en Soho Club. Nos alegra saber que disfrutó del ambiente vibrante y la música. Tomaremos nota de sus comentarios sobre nuestros bármanes, ya que trabajamos continuamente para mejorar nuestro servicio y garantizar un ambiente agradable para todos nuestros clientes. Agradecemos sus comentarios y esperamos que su próxima visita sea una experiencia de cinco estrellas.\n\nAtentamente,\n\nEquipo de Soho Club\nSvitrigailos 7, Vilna\n#sohoclub.lt #TheGayClub #LGBTQ+ #SohoVilna",null,[0,238]]]],[null,null,null,["https://www.google.com/maps/reviews/data\u003d!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnSURHbGRmNzh3RRAB!2m1!1s0x0:0x864c7a232527adb4!3m1!1s2@1:CIHM0ogKEICAgIDGldf78wE%7CCgsIwrfPpgYQ4IyYfg%7C?hl\u003des"],["https://www.google.com/local/content/rap/report?postId\u003dChdDSUhNMG9nS0VJQ0FnSURHbGRmNzh3RRAB\u0026t\u003d1\u0026entityid\u003dChdDSUhNMG9nS0VJQ0FnSURHbGRmNzh3RRItChZDSUhNMG9nS0VJQ0FnSURHbGRmN0N3EhNDZ3dJejltdmpRWVFnUFBQd2dJGi4KF0NJSE0wb2dLRUlDQWdJREdsZGY3aXdFEhNDZ3dJejltdmpRWVFnUFBQd2dJIhIJAAAAAAAAAAARtK0nJSN6TIYqEkNnc0l3cmZQcGdZUTRJeVlmZw\u0026wv\u003d1\u0026d\u003d286732320",null,null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQoykIJCgB"],null,[null,[[1,0]]]],"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ0pMFCCIoCA"],null,"CAESY0NBRVFPeHBFUTJwRlNVRlNTWEJEWjI5QlVEZGZZVk56WkhSZlgxOWZSV2hDZUVoUWExQnFUVGRYYVZGVllrOU9kMEZCUVVGQlIyZHVPVE54VVVOa2FWSjBhMU5qV1VGRFNVRQ\u003d\u003d"],[["ChZDSUhNMG9nS0VJQ0FnSUQtemN6VkJREAE",["0x0:0x864c7a232527adb4",null,1670329559322760,1670329559322760,[null,null,["https://www.google.com/maps/contrib/108151973270744200023/reviews?hl\u003des"],null,null,["Sander B","https://lh3.googleusercontent.com/a-/ALV-UjVVSmTLGNHCM1W5enzdNyBTr6fpoHMedVfuxRTQRRZ9JQ_I7RyJ\u003ds120-c-rp-mo-br100",["https://www.google.com/maps/contrib/108151973270744200023?hl\u003des"],"108151973270744200023",null,6,3,null,[0,3,1],0,["6 reseñas",null,null,null,null,[null,"0ahUKEwip1c_G7JOSAxUPIWMBHS4NDXgQ7LoGCCYoAA"]]]],null,"Hace 3 años",null,null,null,null,null,null,["Google","https://www.gstatic.com/images/branding/product/1x/googleg_48dp.png",null,"google",5],null,1],[[5],null,null,null,null,null,null,null,null,null,null,null,null,null,["en","es","inglés","español",1],[["Such a vibe! I was there for a party called Dramatica… and the people were so friendly, the drinks were strong… and I especially liked all the different area’s in the club. I went back the day after 🤗",null,[0,200]],["¡Qué onda! Estuve allí en una fiesta llamada Dramatica… y la gente era muy amable, las bebidas estaban fuertes… y me encantaron especialmente todas las zonas de la discoteca. Volví al día siguiente 🤗",null,[0,199]]]],[null,1674940984000000,1674940984000000,"Hace 2 años",null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUXRlbU42VmtKUkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUXRlbU42VmtKUkVBRRAA"],"https://business.google.com/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUXRlbU42VmtKUkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/deletereply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUXRlbU42VmtKUkVBRRAA"],null,"https://business.google.com/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUXRlbU42VmtKUkVBRRAA",[null,null,null,"/local/business/1932071915642243404/customers/reviews/reply?p\u003dCiNDaFpEU1VoTk1HOW5TMFZKUTBGblNVUXRlbU42VmtKUkVBRRAA"],null,["en","es","inglés","español",1],[["Dear Lady Galore,\nMany thanks for taking the time to give us your feedback, it is much appreciated.\nBest regards, \nClub manager",null,[0,99]],["Estimada Lady Galore:\nMuchas gracias por tomarse el tiempo para darnos su opinión; se la agradecemos enormemente.\nAtentamente,\nGerente del 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\ No newline at end of file diff --git a/debug_business_card.py b/debug_business_card.py deleted file mode 100644 index 56732a2..0000000 --- a/debug_business_card.py +++ /dev/null @@ -1,217 +0,0 @@ -#!/usr/bin/env python3 -""" -Debug script to inspect the actual HTML structure on Google Maps search results. -This will help us identify where the review count is located in the DOM. -""" -import time -from seleniumbase import Driver -from selenium.webdriver.common.by import By - -# Initialize driver -print("Starting Chrome...") -driver = Driver( - uc=True, - headless=True, - page_load_strategy="normal" -) - -# Navigate to Google Maps search for Instinto -url = "https://www.google.com/maps/search/?api=1&query=instinto+las+palmas&hl=en" -print(f"\nNavigating to: {url}") -driver.get(url) -time.sleep(3) - -# Handle GDPR consent if present -if 'consent.google.com' in driver.current_url: - print("Handling GDPR consent...") - try: - form_btns = driver.find_elements(By.CSS_SELECTOR, 'form button') - for btn in form_btns: - btn_text = (btn.text or '').lower() - if 'accept all' in btn_text or 'aceptar todo' in btn_text: - print(f"Clicking: {btn.text}") - btn.click() - time.sleep(3) - break - else: - if len(form_btns) >= 2: - print("Using fallback - clicking second button") - form_btns[1].click() - time.sleep(3) - except Exception as e: - print(f"GDPR handling error: {e}") - -# Wait for page to load -print("\nWaiting for page to fully load...") -time.sleep(5) - -print(f"\nCurrent URL: {driver.current_url}") - -# Get all text content on the page -all_text = driver.execute_script("return document.body.innerText;") -print("\n" + "="*80) -print("ALL TEXT ON PAGE (first 3000 chars):") -print("="*80) -print(all_text[:3000]) - -# Search for elements containing "152" or "review" -print("\n" + "="*80) -print("SEARCHING FOR ELEMENTS CONTAINING '152' OR 'review':") -print("="*80) - -elements_with_numbers = driver.execute_script(""" - const results = []; - const allElements = document.querySelectorAll('*'); - - for (let elem of allElements) { - const text = elem.textContent || ''; - const ownText = elem.innerText || ''; - - // Only check elements that directly contain the text (not nested) - if (ownText && ownText.length < 200 && (ownText.includes('152') || /\\d+\\s*review/i.test(ownText))) { - results.push({ - tag: elem.tagName, - class: elem.className, - id: elem.id, - text: ownText.substring(0, 100), - href: elem.href || null, - role: elem.getAttribute('role'), - ariaLabel: elem.getAttribute('aria-label') - }); - } - } - - return results.slice(0, 50); // First 50 matches -""") - -for i, elem in enumerate(elements_with_numbers, 1): - print(f"\n{i}. <{elem['tag']}> " - f"class='{elem['class'][:50] if elem['class'] else ''}' " - f"id='{elem['id']}'") - if elem['role']: - print(f" role: {elem['role']}") - if elem['ariaLabel']: - print(f" aria-label: {elem['ariaLabel'][:100]}") - if elem['href']: - print(f" href: {elem['href'][:100]}") - print(f" text: {elem['text']}") - -# Also check what the extraction script would find -print("\n" + "="*80) -print("RUNNING ACTUAL EXTRACTION SCRIPT:") -print("="*80) - -extract_script = """ -const info = { - name: null, - address: null, - rating: null, - total_reviews: null, - debug_info: [] -}; - -// Extract business name -const nameSelectors = [ - 'h1.DUwDvf', - '[role="main"] h1', - 'h1.fontHeadlineLarge' -]; - -for (const selector of nameSelectors) { - const elem = document.querySelector(selector); - if (elem && elem.textContent) { - info.name = elem.textContent.trim(); - info.debug_info.push(`Found name via: ${selector}`); - break; - } -} - -// Extract rating -const ratingElem = document.querySelector('[role="img"][aria-label*="star"]'); -if (ratingElem) { - const ariaLabel = ratingElem.getAttribute('aria-label'); - const match = ariaLabel.match(/([0-9.]+)/); - if (match) { - info.rating = parseFloat(match[1]); - info.debug_info.push(`Found rating: ${info.rating} from aria-label: ${ariaLabel}`); - } -} - -// Extract total review count -const numberPattern = /(\\d[\\d,\\.]*)\\s*(?:review|reseña|avis)/i; - -// Check search panel selectors -const searchPanelSelectors = [ - 'a[href*="reviews"]', - 'button[jsaction*="reviews"]', - 'div[role="link"]', -]; - -for (const selector of searchPanelSelectors) { - const elements = document.querySelectorAll(selector); - info.debug_info.push(`Checking ${selector}: found ${elements.length} elements`); - - for (let elem of elements) { - const text = elem.textContent || ''; - if (text.length < 200) { - info.debug_info.push(` - text: "${text.substring(0, 100)}"`); - } - - const match = text.match(numberPattern); - if (match) { - const num = parseInt(match[1].replace(/[,\\.\\s]/g, '')); - if (num > 0 && num < 1000000) { - info.total_reviews = num; - info.debug_info.push(` ✓ FOUND via ${selector}: ${num}`); - break; - } - } - } - if (info.total_reviews) break; -} - -// If not found, try all spans/divs -if (!info.total_reviews) { - const allElements = document.querySelectorAll('span, div, a'); - info.debug_info.push(`Checking all spans/divs/links: ${allElements.length} elements`); - - let checked = 0; - for (let elem of allElements) { - const text = elem.textContent || ''; - if (text.length < 100) { - const match = text.match(numberPattern); - if (match) { - checked++; - if (checked <= 10) { // Log first 10 matches - info.debug_info.push(` - potential match: "${text.substring(0, 80)}"`); - } - - const num = parseInt(match[1].replace(/[,\\.\\s]/g, '')); - if (num > 0 && num < 1000000) { - info.total_reviews = num; - info.debug_info.push(` ✓ FOUND via all elements: ${num} from "${text.substring(0, 80)}"`); - break; - } - } - } - } -} - -return info; -""" - -result = driver.execute_script(extract_script) - -print(f"\nExtracted Info:") -print(f" Name: {result.get('name')}") -print(f" Rating: {result.get('rating')}") -print(f" Total Reviews: {result.get('total_reviews')}") - -print(f"\nDebug Info:") -for debug_line in result.get('debug_info', []): - print(f" {debug_line}") - -print("\n" + "="*80) -print("Done! Closing browser.") -print("="*80) -driver.quit() diff --git a/debug_check.py b/debug_check.py deleted file mode 100644 index 41f68fe..0000000 --- a/debug_check.py +++ /dev/null @@ -1,97 +0,0 @@ -#!/usr/bin/env python3 -"""Quick debug to see what's happening""" -import yaml -import time -from seleniumbase import Driver -from selenium.webdriver.common.by import By - -def load_config(): - with open('config.yaml', 'r') as f: - return yaml.safe_load(f) - -config = load_config() -url = config.get('url') - -driver = Driver(uc=True, headless=False, page_load_strategy="normal") - -try: - print(f"Loading: {url[:100]}") - driver.get(url) - time.sleep(3) - - print(f"Title: {driver.title}") - print(f"URL: {driver.current_url[:100]}") - - time.sleep(2) - - # Handle GDPR consent page - if 'consent.google.com' in driver.current_url: - print("On consent page, looking for accept button...") - try: - # Look for various consent buttons - consent_selectors = [ - 'button:has-text("Accept all")', - 'button:has-text("Aceptar todo")', - 'button[aria-label*="Accept"]', - 'button[aria-label*="Aceptar"]', - 'form button[type="submit"]', - '//button[contains(., "Accept")]', - '//button[contains(., "Aceptar")]', - ] - - for selector in consent_selectors: - try: - if selector.startswith('//'): - btns = driver.find_elements(By.XPATH, selector) - else: - btns = driver.find_elements(By.CSS_SELECTOR, selector) - - print(f" Selector '{selector[:30]}...': found {len(btns)} buttons") - if btns: - print(f" Clicking: {btns[0].text[:50]}") - btns[0].click() - time.sleep(2) - break - except: - continue - - print(f"After consent click: {driver.current_url[:100]}") - time.sleep(3) - - except Exception as e: - print(f"Consent error: {e}") - - # Now try cookie banner on Maps page - try: - cookie_btns = driver.find_elements(By.CSS_SELECTOR, 'button[aria-label*="Accept" i]') - print(f"Found {len(cookie_btns)} cookie buttons") - if cookie_btns: - cookie_btns[0].click() - time.sleep(1) - except Exception as e: - print(f"Cookie error: {e}") - - # Click reviews - tabs = driver.find_elements(By.CSS_SELECTOR, '.LRkQ2, button[role="tab"]') - print(f"Found {len(tabs)} tabs") - for tab in tabs: - text = (tab.text or '').lower() - if 'review' in text: - print(f"Clicking: {tab.text}") - driver.execute_script("arguments[0].click();", tab) - break - - time.sleep(3) - - # Check reviews - reviews = driver.find_elements(By.CSS_SELECTOR, 'div.jftiEf.fontBodyMedium') - print(f"Found {len(reviews)} review elements") - - # Check pane - panes = driver.find_elements(By.CSS_SELECTOR, 'div[role="main"] div.m6QErb') - print(f"Found {len(panes)} pane elements") - - time.sleep(10) # Keep browser open - -finally: - driver.quit() diff --git a/debug_detail_page.py b/debug_detail_page.py deleted file mode 100644 index fd1c06f..0000000 --- a/debug_detail_page.py +++ /dev/null @@ -1,130 +0,0 @@ -#!/usr/bin/env python3 -""" -Debug script - check detail page after auto-navigation for review count. -""" -import time -from seleniumbase import Driver -from selenium.webdriver.common.by import By - -driver = Driver(uc=True, headless=True) - -url = "https://www.google.com/maps/search/?api=1&query=soho+vilna+club&hl=en" -print(f"Navigating to: {url}") -driver.get(url) -time.sleep(2) - -# Handle GDPR -if 'consent.google.com' in driver.current_url: - print("Handling GDPR...") - form_btns = driver.find_elements(By.CSS_SELECTOR, 'form button') - for btn in form_btns: - if 'accept all' in (btn.text or '').lower(): - btn.click() - time.sleep(2) - break - -# Wait for auto-navigation to complete -print("Waiting for Google Maps to auto-navigate to business detail page...") -time.sleep(6) - -print(f"Final URL: {driver.current_url}") -print(f"On detail page: {'/place/' in driver.current_url}\n") - -# Dump ALL text on the page -all_text = driver.execute_script("return document.body.innerText;") - -print("="*80) -print("SEARCHING FOR REVIEW NUMBERS IN PAGE TEXT:") -print("="*80) - -# Find all numbers followed by "review" -import re -review_pattern = r'(\d[\d,\.]*)\s*(?:review|reseña|avis)' -matches = re.findall(review_pattern, all_text, re.IGNORECASE) - -if matches: - print(f"✓ Found {len(matches)} potential review count(s) in text:") - for i, match in enumerate(matches, 1): - num = match.replace(',', '').replace('.', '') - print(f" {i}. {match} ({num})") -else: - print("✗ No review count found in page text") - -# Check specific patterns in the text -print(f"\n{'='*80}") -print("PAGE TEXT ANALYSIS:") -print("="*80) - -# Lines containing numbers -lines = all_text.split('\n') -number_lines = [line.strip() for line in lines if re.search(r'\d+', line) and len(line.strip()) < 100 and len(line.strip()) > 0] - -print(f"Lines containing numbers (first 30):") -for i, line in enumerate(number_lines[:30], 1): - print(f" {i}. {line}") - -# Now use JavaScript to find exact element -result = driver.execute_script(""" - const info = { - foundIn: [], - reviewCount: null - }; - - const numberPattern = /(\\d[\\d,\\.]*)\\s*(?:review|reseña|avis)/i; - - // Check ALL elements - const allElements = document.querySelectorAll('*'); - - for (let elem of allElements) { - const text = elem.textContent || ''; - const ownText = elem.innerText || ''; - - // Check both textContent and innerText - for (let txt of [text, ownText]) { - if (txt && txt.length < 200) { - const match = txt.match(numberPattern); - if (match) { - const num = parseInt(match[1].replace(/[,\\.\\s]/g, '')); - if (num > 0 && num < 1000000) { - info.foundIn.push({ - tag: elem.tagName, - class: elem.className, - id: elem.id, - role: elem.getAttribute('role'), - ariaLabel: elem.getAttribute('aria-label'), - text: txt.substring(0, 100), - number: num - }); - - if (!info.reviewCount) { - info.reviewCount = num; - } - } - } - } - } - } - - return info; -""") - -print(f"\n{'='*80}") -print("JAVASCRIPT EXTRACTION:") -print("="*80) -print(f"Review Count Found: {result['reviewCount']}\n") - -if result['foundIn']: - print(f"Elements containing review numbers (first 15):") - for i, elem in enumerate(result['foundIn'][:15], 1): - print(f"\n{i}. <{elem['tag']}> Number: {elem['number']}") - if elem['class']: - print(f" class: {elem['class'][:60]}") - if elem['role']: - print(f" role: {elem['role']}") - if elem['ariaLabel']: - print(f" aria-label: {elem['ariaLabel'][:80]}") - print(f" text: {elem['text']}") -else: - print("No elements with review numbers found") - -driver.quit() diff --git a/debug_search_results.py b/debug_search_results.py deleted file mode 100644 index 47e02f2..0000000 --- a/debug_search_results.py +++ /dev/null @@ -1,171 +0,0 @@ -#!/usr/bin/env python3 -""" -Debug script to extract review count from search results BEFORE auto-navigation. -""" -import time -from seleniumbase import Driver -from selenium.webdriver.common.by import By - -driver = Driver(uc=True, headless=True) - -url = "https://www.google.com/maps/search/?api=1&query=soho+vilna+club&hl=en" -print(f"Navigating to: {url}") -driver.get(url) -time.sleep(2) - -# Handle GDPR -if 'consent.google.com' in driver.current_url: - print("Handling GDPR...") - form_btns = driver.find_elements(By.CSS_SELECTOR, 'form button') - for btn in form_btns: - if 'accept all' in (btn.text or '').lower(): - btn.click() - time.sleep(2) - break - -# SHORT WAIT - extract quickly before auto-navigation! -time.sleep(1.5) - -print(f"Current URL (should still be /search/): {driver.current_url}") -is_search = '/search/' in driver.current_url -print(f"Still on search results: {is_search}\n") - -# FAST extraction from search results sidebar -result = driver.execute_script(""" - const info = { - businessName: null, - rating: null, - reviewCount: null, - searchResults: [], - allTextWithNumbers: [] - }; - - console.log('[EXTRACTION] Starting search results extraction...'); - - // Get business name from first result card - const nameSelectors = [ - 'div[role="article"] h3', - 'div[role="article"] div.fontHeadlineSmall', - 'div[aria-label*="Results"] h3', - 'a[href*="/place/"] h3', - 'div.Nv2PK h3' // Google Maps class for business name in search results - ]; - - for (const selector of nameSelectors) { - const elem = document.querySelector(selector); - if (elem && elem.textContent) { - info.businessName = elem.textContent.trim(); - console.log(`[EXTRACTION] Found name via ${selector}: ${info.businessName}`); - break; - } - } - - // Get rating from first result - const ratingElem = document.querySelector('div[role="article"] [role="img"][aria-label*="star"], a[href*="/place/"] [role="img"][aria-label*="star"]'); - if (ratingElem) { - const ariaLabel = ratingElem.getAttribute('aria-label'); - const match = ariaLabel.match(/([0-9.]+)/); - if (match) { - info.rating = parseFloat(match[1]); - console.log(`[EXTRACTION] Found rating: ${info.rating}`); - } - } - - // CRITICAL: Extract review count from search results sidebar - // Look for patterns like "152 reviews", "247 reviews", etc. - const numberPattern = /(\\d[\\d,\\.]*)\\s*(?:review|reseña|avis)/i; - - // Strategy 1: Check first result card/article - const resultCards = document.querySelectorAll('div[role="article"], a[href*="/place/"], div.Nv2PK'); - console.log(`[EXTRACTION] Found ${resultCards.length} result cards`); - - for (let card of resultCards) { - const text = card.textContent || ''; - console.log(`[EXTRACTION] Card text (first 200 chars): ${text.substring(0, 200)}`); - - const match = text.match(numberPattern); - if (match) { - const num = parseInt(match[1].replace(/[,\\.\\s]/g, '')); - if (num > 0 && num < 1000000) { - info.reviewCount = num; - console.log(`[EXTRACTION] ✓ Found review count in card: ${num}`); - break; - } - } - - // Only check first card - break; - } - - // Strategy 2: Check all elements in left sidebar/panel - if (!info.reviewCount) { - console.log('[EXTRACTION] Strategy 2: Checking all sidebar elements...'); - - const leftPanel = document.querySelector('div[role="main"]') || document.querySelector('[aria-label*="Results"]') || document.body; - const allElements = leftPanel.querySelectorAll('span, div, a, button'); - - console.log(`[EXTRACTION] Checking ${allElements.length} elements in sidebar...`); - - for (let elem of allElements) { - const text = elem.textContent || ''; - - // Skip very long text blocks (likely not the review count) - if (text.length > 0 && text.length < 150) { - const match = text.match(numberPattern); - if (match) { - const num = parseInt(match[1].replace(/[,\\.\\s]/g, '')); - if (num > 0 && num < 1000000) { - info.allTextWithNumbers.push({ - tag: elem.tagName, - text: text, - number: num - }); - - if (!info.reviewCount) { - info.reviewCount = num; - console.log(`[EXTRACTION] ✓ Found via sidebar scan: ${num} from "${text}"`); - } - } - } - } - } - } - - console.log(`[EXTRACTION] Final result: ${info.reviewCount} reviews`); - return info; -""") - -print("="*80) -print("EXTRACTION RESULTS (from search results page):") -print("="*80) -print(f"Business Name: {result['businessName']}") -print(f"Rating: {result['rating']}") -print(f"Review Count: {result['reviewCount']}") - -if result['allTextWithNumbers']: - print(f"\n{'='*80}") - print("ALL ELEMENTS WITH REVIEW NUMBERS (first 10):") - print("="*80) - for i, item in enumerate(result['allTextWithNumbers'][:10], 1): - print(f"\n{i}. <{item['tag']}> Number: {item['number']}") - print(f" Text: {item['text'][:100]}") - -# Check browser console -console_logs = driver.get_log('browser') -print(f"\n{'='*80}") -print("BROWSER CONSOLE LOGS:") -print("="*80) -for log in console_logs: - if '[EXTRACTION]' in log['message']: - print(log['message']) - -# Wait a bit longer to see if Google auto-navigates -print(f"\n{'='*80}") -print("Waiting 5 more seconds to see if Google auto-navigates...") -print("="*80) -time.sleep(5) - -print(f"URL after waiting: {driver.current_url}") -print(f"Still on search results: {'/search/' in driver.current_url}") - -driver.quit() diff --git a/debug_soho.py b/debug_soho.py deleted file mode 100644 index 9c58ec8..0000000 --- a/debug_soho.py +++ /dev/null @@ -1,144 +0,0 @@ -#!/usr/bin/env python3 -""" -Debug script for the actual business user tried: Soho Vilna Club -""" -import time -from seleniumbase import Driver -from selenium.webdriver.common.by import By - -driver = Driver(uc=True, headless=True) - -url = "https://www.google.com/maps/search/?api=1&query=soho+vilna+club&hl=en" -print(f"Navigating to: {url}") -driver.get(url) -time.sleep(3) - -# Handle GDPR -if 'consent.google.com' in driver.current_url: - form_btns = driver.find_elements(By.CSS_SELECTOR, 'form button') - for btn in form_btns: - if 'accept all' in (btn.text or '').lower(): - btn.click() - time.sleep(3) - break - -time.sleep(5) -print(f"Current URL: {driver.current_url}\n") - -# Check if still on search results or navigated to business page -is_search_results = '/search/' in driver.current_url -print(f"On search results page: {is_search_results}\n") - -# Extract info -result = driver.execute_script(""" - const info = { - tabs: [], - reviewCount: null, - businessName: null, - rating: null, - searchResults: [] - }; - - const isSearchPage = window.location.href.includes('/search/'); - - // Get business name - const nameElem = document.querySelector('h1.DUwDvf, [role="main"] h1, h1.fontHeadlineLarge'); - if (nameElem) { - info.businessName = nameElem.textContent.trim(); - } - - // Get rating - const ratingElem = document.querySelector('[role="img"][aria-label*="star"]'); - if (ratingElem) { - const ariaLabel = ratingElem.getAttribute('aria-label'); - const match = ariaLabel.match(/([0-9.]+)/); - if (match) { - info.rating = parseFloat(match[1]); - } - } - - // Get all tabs - const tabs = document.querySelectorAll('button[role="tab"]'); - tabs.forEach((tab, i) => { - const text = tab.textContent || ''; - const ariaLabel = tab.getAttribute('aria-label') || ''; - info.tabs.push({ - index: i, - text: text, - ariaLabel: ariaLabel - }); - - // Try to extract review count from tabs - const reviewPattern = /\\((\\d[\\d,\\.]*)\\)/; - const numberPattern = /(\\d[\\d,\\.]*)\\s*(?:review|reseña|avis)/i; - - let match = text.match(reviewPattern); - if (!match) match = text.match(numberPattern); - if (!match) match = ariaLabel.match(reviewPattern); - if (!match) match = ariaLabel.match(numberPattern); - - if (match) { - const num = parseInt(match[1].replace(/[,\\.\\s]/g, '')); - if (num > 0 && num < 1000000) { - info.reviewCount = num; - } - } - }); - - // If on search results, try to get review count from search panel - if (isSearchPage || !info.reviewCount) { - const numberPattern = /(\\d[\\d,\\.]*)\\s*(?:review|reseña|avis)/i; - - // Check all elements - const allElements = document.querySelectorAll('a, span, div'); - for (let elem of allElements) { - const text = elem.textContent || ''; - if (text.length > 0 && text.length < 150) { - const match = text.match(numberPattern); - if (match) { - const num = parseInt(match[1].replace(/[,\\.\\s]/g, '')); - if (num > 0 && num < 1000000) { - info.searchResults.push({ - tag: elem.tagName, - class: elem.className, - text: text, - number: num - }); - - if (!info.reviewCount) { - info.reviewCount = num; - } - } - } - } - } - } - - return info; -""") - -print("="*80) -print("BUSINESS INFO:") -print("="*80) -print(f"Name: {result['businessName']}") -print(f"Rating: {result['rating']}") -print(f"Review Count: {result['reviewCount']}\n") - -print("="*80) -print("TABS FOUND:") -print("="*80) -for tab in result['tabs']: - print(f"\nTab {tab['index']}:") - print(f" Text: {tab['text']}") - print(f" Aria-label: {tab['ariaLabel']}") - -if result['searchResults']: - print(f"\n{'='*80}") - print("SEARCH RESULTS WITH NUMBERS (first 10):") - print("="*80) - for i, sr in enumerate(result['searchResults'][:10], 1): - print(f"\n{i}. <{sr['tag']}> class='{sr['class'][:40]}'") - print(f" Number found: {sr['number']}") - print(f" Text: {sr['text'][:100]}") - -driver.quit() diff --git a/debug_tabs.py b/debug_tabs.py deleted file mode 100644 index d9e1613..0000000 --- a/debug_tabs.py +++ /dev/null @@ -1,100 +0,0 @@ -#!/usr/bin/env python3 -""" -Debug script to find review count on business detail page tabs. -""" -import time -from seleniumbase import Driver -from selenium.webdriver.common.by import By - -driver = Driver(uc=True, headless=True) - -url = "https://www.google.com/maps/search/?api=1&query=instinto+las+palmas&hl=en" -print(f"Navigating to: {url}") -driver.get(url) -time.sleep(3) - -# Handle GDPR -if 'consent.google.com' in driver.current_url: - form_btns = driver.find_elements(By.CSS_SELECTOR, 'form button') - for btn in form_btns: - if 'accept all' in (btn.text or '').lower(): - btn.click() - time.sleep(3) - break - -time.sleep(5) -print(f"Current URL: {driver.current_url}\n") - -# Extract tabs and review count -result = driver.execute_script(""" - const info = { - tabs: [], - reviewCount: null, - allText: [] - }; - - // Get all tabs - const tabs = document.querySelectorAll('button[role="tab"]'); - tabs.forEach((tab, i) => { - info.tabs.push({ - index: i, - text: tab.textContent || '', - ariaLabel: tab.getAttribute('aria-label') || '' - }); - }); - - // Look for review count patterns - const reviewPattern = /\\((\\d[\\d,\\.]*)\\)/; - const numberPattern = /(\\d[\\d,\\.]*)\\s*(?:review|reseña|avis)/i; - - for (let tab of tabs) { - const text = tab.textContent || ''; - const ariaLabel = tab.getAttribute('aria-label') || ''; - - let match = text.match(reviewPattern); - if (!match) match = text.match(numberPattern); - if (!match) match = ariaLabel.match(reviewPattern); - if (!match) match = ariaLabel.match(numberPattern); - - if (match) { - const num = parseInt(match[1].replace(/[,\\.\\s]/g, '')); - if (num > 0 && num < 1000000) { - info.reviewCount = num; - break; - } - } - } - - // Also check all elements with "review" in text - const allElements = document.querySelectorAll('*'); - for (let elem of allElements) { - const text = (elem.textContent || '').trim(); - if (text.length > 0 && text.length < 150 && /review/i.test(text)) { - if (!info.allText.includes(text)) { - info.allText.push(text); - } - } - } - - return info; -""") - -print("="*80) -print("TABS FOUND:") -print("="*80) -for tab in result['tabs']: - print(f"\nTab {tab['index']}:") - print(f" Text: {tab['text']}") - print(f" Aria-label: {tab['ariaLabel']}") - -print(f"\n{'='*80}") -print(f"REVIEW COUNT EXTRACTED: {result['reviewCount']}") -print(f"{'='*80}\n") - -print("="*80) -print("ALL TEXT CONTAINING 'review' (first 20):") -print("="*80) -for i, text in enumerate(result['allText'][:20], 1): - print(f"{i}. {text}") - -driver.quit() diff --git a/debug_wait_for_results.py b/debug_wait_for_results.py deleted file mode 100644 index 9c455d6..0000000 --- a/debug_wait_for_results.py +++ /dev/null @@ -1,142 +0,0 @@ -#!/usr/bin/env python3 -""" -Debug script - wait for search results to load before extracting. -""" -import time -from seleniumbase import Driver -from selenium.webdriver.common.by import By -from selenium.webdriver.support.ui import WebDriverWait -from selenium.webdriver.support import expected_conditions as EC - -driver = Driver(uc=True, headless=True) - -url = "https://www.google.com/maps/search/?api=1&query=soho+vilna+club&hl=en" -print(f"Navigating to: {url}") -driver.get(url) -time.sleep(2) - -# Handle GDPR -if 'consent.google.com' in driver.current_url: - print("Handling GDPR...") - form_btns = driver.find_elements(By.CSS_SELECTOR, 'form button') - for btn in form_btns: - if 'accept all' in (btn.text or '').lower(): - btn.click() - time.sleep(2) - break - -print(f"Current URL: {driver.current_url}") -print("Waiting for search results to load...\n") - -# Wait for search results to appear (but don't wait so long that Google auto-navigates) -try: - # Wait for the first result card to appear - wait = WebDriverWait(driver, 10) - wait.until(EC.presence_of_element_located((By.CSS_SELECTOR, 'div[role="article"], a[href*="/place/"]'))) - print("✓ Search results loaded!") -except Exception as e: - print(f"✗ Timeout waiting for results: {e}") - -# Give it just a tiny bit more time for content to render -time.sleep(0.5) - -print(f"Current URL: {driver.current_url}") -print(f"Still on search results: {'/search/' in driver.current_url}\n") - -# Extract -result = driver.execute_script(""" - const info = { - businessName: null, - rating: null, - reviewCount: null, - debug: [] - }; - - // Find first result card - const resultCard = document.querySelector('div[role="article"], a[href*="/place/"]'); - if (!resultCard) { - info.debug.push('No result card found'); - return info; - } - - info.debug.push('Found result card'); - - // Get full text of card - const cardText = resultCard.textContent || ''; - info.debug.push(`Card text length: ${cardText.length}`); - info.debug.push(`Card text (first 300 chars): ${cardText.substring(0, 300)}`); - - // Extract business name (usually first h3 or div with specific class) - const nameElem = resultCard.querySelector('h3, div.fontHeadlineSmall, div[class*="fontHeadline"]'); - if (nameElem) { - info.businessName = nameElem.textContent.trim(); - info.debug.push(`Found name: ${info.businessName}`); - } - - // Extract rating - const ratingElem = resultCard.querySelector('[role="img"][aria-label*="star"]'); - if (ratingElem) { - const ariaLabel = ratingElem.getAttribute('aria-label'); - const match = ariaLabel.match(/([0-9.]+)/); - if (match) { - info.rating = parseFloat(match[1]); - info.debug.push(`Found rating: ${info.rating}`); - } - } - - // Extract review count - look for "N reviews" pattern - const numberPattern = /(\\d[\\d,\\.]*)\\s*(?:review|reseña|avis)/i; - const match = cardText.match(numberPattern); - - if (match) { - const num = parseInt(match[1].replace(/[,\\.\\s]/g, '')); - if (num > 0 && num < 1000000) { - info.reviewCount = num; - info.debug.push(`✓ Found review count: ${num}`); - } - } else { - info.debug.push('No review count pattern found in card text'); - - // Try checking individual child elements - const allChildren = resultCard.querySelectorAll('*'); - info.debug.push(`Card has ${allChildren.length} child elements`); - - for (let child of allChildren) { - const childText = child.textContent || ''; - if (childText.length < 100 && /review/i.test(childText)) { - info.debug.push(`Element with "review": ${childText}`); - - const match = childText.match(numberPattern); - if (match) { - const num = parseInt(match[1].replace(/[,\\.\\s]/g, '')); - if (num > 0 && num < 1000000 && !info.reviewCount) { - info.reviewCount = num; - info.debug.push(`✓ Found via child element: ${num}`); - } - } - } - } - } - - return info; -""") - -print("="*80) -print("EXTRACTION RESULTS:") -print("="*80) -print(f"Business Name: {result['businessName']}") -print(f"Rating: {result['rating']}") -print(f"Review Count: {result['reviewCount']}\n") - -print("="*80) -print("DEBUG INFO:") -print("="*80) -for debug_line in result['debug']: - print(f" {debug_line}") - -# Take a screenshot of the search results -screenshot_path = '/tmp/search_results.png' -driver.save_screenshot(screenshot_path) -print(f"\n✓ Screenshot saved to: {screenshot_path}") - -driver.quit() diff --git a/diagnose_reviews_panel.py b/diagnose_reviews_panel.py deleted file mode 100644 index 8c63541..0000000 --- a/diagnose_reviews_panel.py +++ /dev/null @@ -1,163 +0,0 @@ -#!/usr/bin/env python3 -""" -Better diagnostic: Actually wait for reviews panel to load and find correct selector. -""" - -import time -from seleniumbase import Driver - -url = "https://www.google.com/maps/search/?api=1&query=panevezio%20respubliikine%20ligonine" - -print("Opening browser...") -driver = Driver(uc=True, headless=False) - -try: - # Add English locale - if '?' in url: - url += '&hl=en' - else: - url += '?hl=en' - - driver.get(url) - print(f"Loaded: {url}") - time.sleep(5) - - # Handle GDPR - try: - form_btns = driver.find_elements('css selector', 'form button') - for btn in form_btns: - btn_text = (btn.text or '').lower() - if 'accept all' in btn_text: - print(f"Clicking GDPR: {btn.text}") - btn.click() - time.sleep(2) - break - except: - pass - - # Click reviews tab and WAIT for panel to load - print("\nClicking reviews tab...") - time.sleep(2) - tabs = driver.find_elements('css selector', 'button[role="tab"]') - for tab in tabs: - text = (tab.text or '').lower() - aria = (tab.get_attribute('aria-label') or '').lower() - if 'review' in text or 'review' in aria: - print(f"Found reviews tab: {tab.text or aria[:50]}") - driver.execute_script("arguments[0].click();", tab) - print("Clicked! Waiting for reviews panel to load...") - time.sleep(5) # Wait longer for reviews to actually load - break - - # Try scrolling the reviews pane to load more - print("\nTrying to find and scroll reviews pane...") - pane_selectors = [ - 'div.m6QErb.WNBkOb.XiKgde', - 'div.m6QErb', - 'div[role="main"]' - ] - - for selector in pane_selectors: - try: - pane = driver.find_element('css selector', selector) - print(f"Found pane: {selector}") - driver.execute_script("arguments[0].scrollBy(0, 500);", pane) - time.sleep(2) - driver.execute_script("arguments[0].scrollBy(0, 500);", pane) - time.sleep(2) - break - except: - continue - - # NOW check for review selectors - print("\n" + "="*80) - print("CHECKING REVIEW SELECTORS AFTER PANEL LOADED:") - print("="*80) - - selectors_to_try = [ - ('div.jftiEf.fontBodyMedium', 'Standard Google Maps reviews'), - ('div.jftiEf', 'Just jftiEf class'), - ('div.fontBodyMedium', 'Just fontBodyMedium'), - ('div[data-review-id]', 'data-review-id attribute'), - ('div[jsaction*="review"]', 'jsaction with review'), - ('[data-review]', 'data-review attribute'), - ('div[class*="review" i]', 'Class containing review'), - ('[role="article"]', 'role=article'), - ('div[jslog]', 'Elements with jslog (Google tracking)'), - ] - - for selector, description in selectors_to_try: - count = driver.execute_script( - f"return document.querySelectorAll('{selector}').length;" - ) - print(f"{description:35} | {selector:40} | Found: {count}") - - # Get detailed info about most promising selector - print("\n" + "="*80) - print("ANALYZING MOST PROMISING SELECTOR:") - print("="*80) - - analysis = driver.execute_script(""" - // Try selectors in order of likelihood - const selectors = [ - 'div.jftiEf.fontBodyMedium', - 'div.jftiEf', - 'div.fontBodyMedium', - 'div[jslog*="impression"]', - '[role="article"]' - ]; - - for (let selector of selectors) { - const elements = document.querySelectorAll(selector); - if (elements.length > 5) { // Need at least a few to be reviews - // Analyze first element - const first = elements[0]; - const analysis = { - selector: selector, - total_found: elements.length, - first_element: { - tag: first.tagName, - classes: first.className, - has_rating: !!first.querySelector('[aria-label*="star" i]'), - has_author: !!first.querySelector('button, a, div[aria-label]'), - has_avatar: !!first.querySelector('img'), - has_date: !!first.textContent.match(/\\d+\\s*(day|week|month|year|hour|minute)/i), - text_length: first.textContent.length, - sample_text: first.textContent.substring(0, 100) - } - }; - - // Check if multiple elements have review characteristics - let reviewLikeCount = 0; - for (let i = 0; i < Math.min(10, elements.length); i++) { - const elem = elements[i]; - const hasRating = !!elem.querySelector('[aria-label*="star" i]'); - const hasText = elem.textContent.length > 30; - if (hasRating && hasText) reviewLikeCount++; - } - analysis.review_like_count_in_first_10 = reviewLikeCount; - - return analysis; - } - } - - return {error: 'No selector found with >5 elements'}; - """) - - if 'error' in analysis: - print(f"ERROR: {analysis['error']}") - else: - print(f"Best selector: {analysis['selector']}") - print(f"Total found: {analysis['total_found']}") - print(f"Review-like in first 10: {analysis['review_like_count_in_first_10']}") - print(f"\nFirst element analysis:") - for key, value in analysis['first_element'].items(): - print(f" {key}: {value}") - - print("\n" + "="*80) - print("Keeping browser open for 120 seconds for manual inspection...") - print("="*80) - time.sleep(120) - -finally: - driver.quit() diff --git a/diagnose_selectors.py b/diagnose_selectors.py deleted file mode 100644 index d32f7a9..0000000 --- a/diagnose_selectors.py +++ /dev/null @@ -1,126 +0,0 @@ -#!/usr/bin/env python3 -""" -Diagnostic script to find the correct selector for Lithuanian hospital reviews. -Opens the browser and pauses so we can inspect the page manually. -""" - -import time -from seleniumbase import Driver - -url = "https://www.google.com/maps/search/?api=1&query=panevezio%20respubliikine%20ligonine" - -print("Opening browser...") -driver = Driver(uc=True, headless=False) - -try: - # Add English locale for consistency - if '?' in url: - url += '&hl=en' - else: - url += '?hl=en' - - driver.get(url) - print(f"Loaded: {url}") - - # Wait for page to load - time.sleep(5) - - # Handle GDPR - try: - form_btns = driver.find_elements('css selector', 'form button') - for btn in form_btns: - btn_text = (btn.text or '').lower() - if 'accept all' in btn_text or 'aceptar todo' in btn_text: - print(f"Clicking GDPR consent: {btn.text}") - btn.click() - time.sleep(2) - break - except: - pass - - # Click reviews tab - time.sleep(2) - tabs = driver.find_elements('css selector', 'button[role="tab"]') - for tab in tabs: - text = (tab.text or '').lower() - aria = (tab.get_attribute('aria-label') or '').lower() - if 'review' in text or 'review' in aria: - print(f"Clicking reviews tab: {tab.text or aria[:30]}") - driver.execute_script("arguments[0].click();", tab) - time.sleep(3) - break - - # Try different selectors and show what we find - selectors_to_try = [ - ('div.jftiEf.fontBodyMedium', 'Known selector 1'), - ('div.jftiEf', 'Known selector 2'), - ('div[data-review-id]', 'Known selector 3'), - ('div[jsaction*="review"]', 'jsaction with review'), - ('[role="article"]', 'role=article'), - ('div[data-review-id]', 'data-review-id attribute'), - ('div.fontBodyMedium', 'Just fontBodyMedium class'), - ('div[class*="review"]', 'Class containing "review"'), - ] - - print("\n" + "="*80) - print("TESTING SELECTORS:") - print("="*80) - - for selector, description in selectors_to_try: - count = driver.execute_script( - f"return document.querySelectorAll('{selector}').length;" - ) - print(f"{description:30} | {selector:40} | Found: {count}") - - # Show sample HTML of first few elements matching the most promising selector - print("\n" + "="*80) - print("SAMPLE HTML FROM FIRST MATCH:") - print("="*80) - - sample_html = driver.execute_script(""" - const selectors = [ - 'div.jftiEf.fontBodyMedium', - 'div.jftiEf', - '[role="article"]', - 'div[jsaction*="review"]' - ]; - - for (let selector of selectors) { - const elements = document.querySelectorAll(selector); - if (elements.length > 0) { - const first = elements[0]; - return { - selector: selector, - count: elements.length, - outerHTML: first.outerHTML.substring(0, 500), - classes: first.className, - hasRating: !!first.querySelector('[aria-label*="star" i]'), - hasAuthor: !!first.querySelector('img'), - textLength: first.textContent.length - }; - } - } - return null; - """) - - if sample_html: - print(f"Selector: {sample_html['selector']}") - print(f"Total found: {sample_html['count']}") - print(f"Classes: {sample_html['classes']}") - print(f"Has rating: {sample_html['hasRating']}") - print(f"Has author img: {sample_html['hasAuthor']}") - print(f"Text length: {sample_html['textLength']}") - print(f"\nSample HTML (first 500 chars):") - print(sample_html['outerHTML']) - - print("\n" + "="*80) - print("Browser will stay open for 60 seconds so you can inspect manually...") - print("Use DevTools to find the correct selector!") - print("="*80) - - # Keep browser open for inspection - time.sleep(60) - -finally: - driver.quit() - print("\nBrowser closed.") diff --git a/pane_not_found.png b/pane_not_found.png deleted file mode 100644 index a6740c1..0000000 Binary files a/pane_not_found.png and /dev/null differ diff --git a/terms-of-usage.md b/terms-of-usage.md deleted file mode 100644 index 738a51c..0000000 --- a/terms-of-usage.md +++ /dev/null @@ -1,73 +0,0 @@ -# RECOMMENDED USAGE GUIDELINES - Google Reviews Scraper Pro - -## IMPORTANT NOTICE - -This software is distributed under the MIT License, which grants extensive freedom to users. The following guidelines are **recommendations only** and reflect best practices for ethical and lower-risk usage of the Google Reviews Scraper Pro software ("the Software"). These guidelines are not legally binding restrictions beyond what is already established in the MIT License. - -## 1. RECOMMENDED USAGE - -I strongly recommend limiting the use of this Software to: - -a) **Internal Business Use**: Businesses collecting and analyzing reviews specifically about their own business entities from Google Maps. - -b) **Self-Monitoring**: Using the data for monitoring your own online reputation, analyzing customer feedback, and improving your services. - -c) **Data Backup**: Creating backups of your own business reviews to protect against data loss. - -## 2. USAGE CAUTIONS - -I advise against the following uses that may carry higher legal or ethical risks: - -a) **Competitor Analysis**: Collecting reviews about competitors or other businesses that you do not own. - -b) **Mass Collection**: Collecting reviews from multiple businesses without authorization. - -c) **Republication**: Publishing collected reviews on other websites without proper attribution. - -d) **Deceptive Practices**: Using collected data for fake reviews or review manipulation. - -e) **Reselling Data**: Selling or commercially exploiting the collected review data. - -## 3. LEGAL CONSIDERATIONS - -While I cannot offer legal advice, I believe users should be aware: - -a) **Terms of Service**: Using web scraping tools may potentially conflict with Google's Terms of Service. Users should evaluate this risk independently. - -b) **Legal Context**: Web scraping exists in a complex legal landscape that varies by jurisdiction. What is permissible in one region may not be in another. - -c) **Privacy Regulations**: Review data may contain personal information subject to privacy laws such as GDPR, CCPA, and others. Users should ensure their data handling practices comply with applicable regulations. - -## 4. BEST PRACTICES - -To minimize potential issues, I suggest: - -a) **Reasonable Rate Limiting**: Implement appropriate delays between requests to avoid overloading servers. - -b) **Minimal Collection**: Only collect the data you genuinely need for legitimate purposes. - -c) **Attribution**: Maintain proper attribution to review authors and Google when using the collected data. - -d) **Data Security**: Implement appropriate security measures to protect any collected review data. - -e) **Consult Professionals**: When in doubt about the legality of your specific use case, consult with legal professionals familiar with digital law in your jurisdiction. - -## 5. REMINDER OF MIT LICENSE PROVISIONS - -This software is provided under the MIT License, which: - -a) **Permits**: Commercial use, modification, distribution, private use. - -b) **Requires**: Preservation of copyright and license notices. - -c) **Disclaims**: All warranties. The authors or copyright holders are not liable for any claim, damages, or other liability arising from the software or its use. - -## 6. FINAL NOTE - -These guidelines represent my recommendations for responsible use of the Software. They are not additional restrictions beyond the MIT License. While the MIT License grants you significant freedom in how you use the Software, I believe that following these guidelines promotes ethical use and helps users navigate the complex landscape of web scraping activities. - -By focusing on your own business's reviews and maintaining respectful practices, you can derive value from the Software while minimizing potential risks. - ---- - -_Last Updated: April 24, 2025_ diff --git a/test_api_quick.py b/test_api_quick.py deleted file mode 100644 index 2ea60ea..0000000 --- a/test_api_quick.py +++ /dev/null @@ -1,96 +0,0 @@ -#!/usr/bin/env python3 -"""Quick test of API interceptor with manual response dumping""" -import json -import logging -import time -from pathlib import Path -from seleniumbase import SB -from modules.api_interceptor import GoogleMapsAPIInterceptor - -# Set up logging -logging.basicConfig(level=logging.INFO, format="[%(levelname)s] %(message)s") - -url = "https://www.google.com/maps/place/Soho+Club/data=!4m7!3m6!1s0x46dd947294b213bf:0x864c7a232527adb4!8m2!3d54.67869!4d25.2667181!16s%2Fg%2F1thhj5ml!19sChIJvxOylHKU3UYRtK0nJSN6TIY?authuser=0&hl=es&rclk=1" - -print("[INFO] Starting browser with UC mode...") -with SB(uc=True, headless=False) as sb: - print("[INFO] Loading Google Maps page...") - sb.open(url) - sb.sleep(3) - - # Inject interceptor EARLY - print("[INFO] Injecting API interceptor...") - interceptor = GoogleMapsAPIInterceptor(sb.driver) - interceptor.inject_response_interceptor() - sb.sleep(2) - - # Click reviews tab - print("[INFO] Looking for reviews tab...") - try: - sb.click('.LRkQ2', timeout=5) - print("[INFO] Clicked reviews tab") - except Exception as e: - print(f"[WARN] Could not click reviews tab: {e}") - - sb.sleep(5) - - # Scroll to trigger API calls - print("[INFO] Scrolling to load reviews...") - for i in range(5): - sb.execute_script("window.scrollBy(0, 800)") - sb.sleep(2) - print(f" Scroll {i+1}/5...") - - # Wait a bit more - print("[INFO] Waiting for API responses...") - sb.sleep(3) - - # Get intercepted responses - responses = interceptor.get_intercepted_responses() - print(f"\n[SUCCESS] Captured {len(responses)} API responses!") - - if not responses: - print("[WARN] No responses captured. Exiting.") - exit(0) - - # Dump to files - output_dir = Path("debug_api_dump") - output_dir.mkdir(exist_ok=True) - - for i, resp in enumerate(responses): - # Full response - resp_file = output_dir / f"response_{i}.json" - with open(resp_file, 'w', encoding='utf-8') as f: - json.dump(resp, f, indent=2, ensure_ascii=False) - - # Just body - body_file = output_dir / f"response_{i}_body.txt" - with open(body_file, 'w', encoding='utf-8') as f: - f.write(resp.get('body', '')) - - url_str = resp.get('url', 'unknown') - size = resp.get('size', len(resp.get('body', ''))) - print(f"\n [{i}] {url_str[:80]}... ({size} bytes)") - print(f" Full: {resp_file}") - print(f" Body: {body_file}") - - print(f"\n[SUCCESS] Dumped {len(responses)} responses to: {output_dir}/") - - # Try to parse - print("\n[INFO] Attempting to parse reviews from responses...") - try: - parsed_reviews = interceptor.parse_reviews_from_responses(responses) - print(f"[INFO] Parsed {len(parsed_reviews)} reviews") - - for i, review in enumerate(parsed_reviews[:5]): - print(f"\n Review {i+1}:") - print(f" ID: {review.review_id[:50] if review.review_id else 'N/A'}") - print(f" Author: {review.author}") - print(f" Rating: {review.rating}") - print(f" Text: {review.text[:80] if review.text else 'N/A'}...") - except Exception as e: - print(f"[ERROR] Failed to parse: {e}") - import traceback - traceback.print_exc() - -print("\n[DONE]") diff --git a/test_concurrent_jobs.py b/test_concurrent_jobs.py deleted file mode 100644 index 74cb313..0000000 --- a/test_concurrent_jobs.py +++ /dev/null @@ -1,185 +0,0 @@ -#!/usr/bin/env python3 -""" -Test concurrent job handling in production API. -Verifies that multiple simultaneous requests work correctly. -""" -import asyncio -import httpx -import time -from datetime import datetime - -API_BASE_URL = "http://localhost:8000" - -# Test URLs (using the same URL is fine for testing) -TEST_URLS = [ - "https://www.google.com/maps/place/Soho+Factory/@54.6738155,25.2595844,17z/", -] * 5 # 5 concurrent jobs - - -async def submit_job(client: httpx.AsyncClient, url: str, job_num: int): - """Submit a single scraping job""" - print(f"[{datetime.now().strftime('%H:%M:%S')}] Job {job_num}: Submitting...") - - try: - response = await client.post( - f"{API_BASE_URL}/scrape", - json={"url": url}, - timeout=10.0 - ) - - if response.status_code == 200: - data = response.json() - job_id = data['job_id'] - print(f"[{datetime.now().strftime('%H:%M:%S')}] Job {job_num}: Started (ID: {job_id[:8]}...)") - return job_id, job_num - else: - print(f"[{datetime.now().strftime('%H:%M:%S')}] Job {job_num}: Failed - {response.status_code}") - return None, job_num - - except Exception as e: - print(f"[{datetime.now().strftime('%H:%M:%S')}] Job {job_num}: Error - {e}") - return None, job_num - - -async def monitor_job(client: httpx.AsyncClient, job_id: str, job_num: int): - """Monitor a job until completion""" - start_time = time.time() - - while True: - try: - response = await client.get( - f"{API_BASE_URL}/jobs/{job_id}", - timeout=5.0 - ) - - if response.status_code == 200: - job = response.json() - status = job['status'] - - if status == 'completed': - elapsed = time.time() - start_time - reviews = job.get('reviews_count', 0) - scrape_time = job.get('scrape_time', 0) - print(f"[{datetime.now().strftime('%H:%M:%S')}] Job {job_num}: ✅ COMPLETED - {reviews} reviews in {scrape_time:.1f}s (total: {elapsed:.1f}s)") - return True, elapsed, reviews - - elif status == 'failed': - elapsed = time.time() - start_time - error = job.get('error_message', 'Unknown error') - print(f"[{datetime.now().strftime('%H:%M:%S')}] Job {job_num}: ❌ FAILED - {error}") - return False, elapsed, 0 - - elif status == 'running': - # Still running, wait and check again - await asyncio.sleep(2) - else: - # Pending, wait longer - await asyncio.sleep(1) - - except Exception as e: - print(f"[{datetime.now().strftime('%H:%M:%S')}] Job {job_num}: Monitor error - {e}") - await asyncio.sleep(2) - - -async def test_concurrent_jobs(): - """Test multiple concurrent jobs""" - print("=" * 70) - print("Testing Concurrent Job Handling") - print("=" * 70) - print(f"Submitting {len(TEST_URLS)} jobs simultaneously...\n") - - overall_start = time.time() - - async with httpx.AsyncClient() as client: - # Test 1: Check API is available - try: - response = await client.get(f"{API_BASE_URL}/", timeout=5.0) - if response.status_code != 200: - print("❌ API not available!") - return - print("✅ API is available\n") - except Exception as e: - print(f"❌ Cannot connect to API: {e}") - print("\nPlease start the API server first:") - print(" python api_server_production.py") - return - - # Test 2: Submit all jobs concurrently - print(f"Step 1: Submitting {len(TEST_URLS)} jobs in parallel...") - print("-" * 70) - - submit_tasks = [ - submit_job(client, url, i+1) - for i, url in enumerate(TEST_URLS) - ] - - results = await asyncio.gather(*submit_tasks) - job_ids = [(job_id, num) for job_id, num in results if job_id] - - print(f"\n✅ Submitted {len(job_ids)}/{len(TEST_URLS)} jobs successfully\n") - - if not job_ids: - print("❌ No jobs were submitted successfully!") - return - - # Test 3: Monitor all jobs concurrently - print("Step 2: Monitoring jobs until completion...") - print("-" * 70) - - monitor_tasks = [ - monitor_job(client, job_id, num) - for job_id, num in job_ids - ] - - completion_results = await asyncio.gather(*monitor_tasks) - - # Test 4: Analyze results - print("\n" + "=" * 70) - print("Results Summary") - print("=" * 70) - - total_elapsed = time.time() - overall_start - successful = sum(1 for success, _, _ in completion_results if success) - failed = sum(1 for success, _, _ in completion_results if not success) - - avg_time = sum(elapsed for _, elapsed, _ in completion_results) / len(completion_results) - total_reviews = sum(reviews for _, _, reviews in completion_results) - - print(f"Total jobs: {len(job_ids)}") - print(f"Successful: {successful}") - print(f"Failed: {failed}") - print(f"Total reviews: {total_reviews}") - print(f"Average job time: {avg_time:.1f}s") - print(f"Total wall time: {total_elapsed:.1f}s") - print() - - # Check if jobs ran in parallel - if total_elapsed < avg_time * len(job_ids) * 0.8: - print("✅ Jobs ran IN PARALLEL! (wall time < sum of job times)") - speedup = (avg_time * len(job_ids)) / total_elapsed - print(f" Speedup: {speedup:.1f}x faster than sequential") - else: - print("⚠️ Jobs may have run SEQUENTIALLY") - print(f" Expected parallel time: ~{avg_time:.1f}s") - print(f" Actual time: {total_elapsed:.1f}s") - - print("\n" + "=" * 70) - - # Check memory/resource usage - print("\n💡 Notes:") - print(" - Each job runs a headless Chrome instance") - print(" - Memory usage: ~500MB per concurrent job") - print(f" - Current test: {len(job_ids)} jobs = ~{len(job_ids) * 500}MB RAM") - print(" - For production: Consider limiting concurrent jobs") - print(" (Phase 2 adds Redis queue + worker pool for this)") - - -if __name__ == "__main__": - try: - asyncio.run(test_concurrent_jobs()) - except KeyboardInterrupt: - print("\n\nTest interrupted by user") - except Exception as e: - print(f"\n❌ Test failed: {e}") - import traceback - traceback.print_exc() diff --git a/test_debug_extraction.py b/test_debug_extraction.py deleted file mode 100644 index a7f81c2..0000000 --- a/test_debug_extraction.py +++ /dev/null @@ -1,47 +0,0 @@ -#!/usr/bin/env python3 -""" -Test script to check what debug data we can extract from Google Maps -""" -import json -from modules.fast_scraper import fast_scrape_reviews - -url = "https://www.google.com/maps/place/Soho+Club/data=!4m7!3m6!1s0x46dd947294b213bf:0x864c7a232527adb4!8m2!3d54.67869!4d25.2667181!16s%2Fg%2F1thhj5ml!19sChIJvxOylHKU3UYRtK0nJSN6TIY?authuser=0&hl=es&rclk=1" - -print("Starting scrape...") -result = fast_scrape_reviews(url, headless=True) - -reviews = result.get('reviews', []) -print(f"\nExtracted {len(reviews)} reviews") - -if reviews: - print("\n" + "="*80) - print("FIRST REVIEW:") - print("="*80) - first_review = reviews[0] - - # Print all keys - print(f"Keys: {list(first_review.keys())}") - print() - - # Print full first review - print(json.dumps(first_review, indent=2, default=str)) - - if '_google_state_debug' in first_review: - print("\n" + "="*80) - print("GOOGLE STATE DEBUG:") - print("="*80) - print(json.dumps(first_review['_google_state_debug'], indent=2)) - - if 'debug_date_info' in first_review and first_review['debug_date_info']: - print("\n" + "="*80) - print("DATE DEBUG INFO:") - print("="*80) - print(json.dumps(first_review['debug_date_info'], indent=2, default=str)) - - # Save all to file - with open('/tmp/google_maps_debug_dump.json', 'w') as f: - json.dump(reviews[:5], f, indent=2, default=str) # Save first 5 reviews - print(f"\nFirst 5 reviews saved to: /tmp/google_maps_debug_dump.json") -else: - print("No reviews extracted!") - print(f"Result: {result}") diff --git a/test_docker_chrome.py b/test_docker_chrome.py deleted file mode 100644 index 254418e..0000000 --- a/test_docker_chrome.py +++ /dev/null @@ -1,57 +0,0 @@ -#!/usr/bin/env python3 -""" -Test script to verify Chrome + fast_scraper works inside Docker container. -""" -import sys -sys.path.insert(0, '/app') - -from modules.fast_scraper import fast_scrape_reviews - -def test_chrome_in_container(): - """Test Chrome with fast_scraper in container""" - print("=" * 70) - print("Testing Chrome + Fast Scraper in Docker Container") - print("=" * 70) - - # Known good URL - url = "https://www.google.com/maps/place/Soho+Club/data=!4m7!3m6!1s0x46dd947294b213bf:0x864c7a232527adb4!8m2!3d54.67869!4d25.2667181!16s%2Fg%2F1thhj5ml!19sChIJvxOylHKU3UYRtK0nJSN6TIY?authuser=0&hl=es&rclk=1" - - print("\nRunning fast_scrape_reviews()...") - print("-" * 70) - - try: - result = fast_scrape_reviews(url=url, headless=False, max_scrolls=30) - - print("\n" + "=" * 70) - if result['success'] and result['count'] > 0: - print("✅ SUCCESS! Container scraping works!") - print("=" * 70) - print(f"Reviews scraped: {result['count']}") - print(f"Time: {result['time']:.1f}s") - print(f"Speed: {result['count']/result['time']:.1f} reviews/sec") - - print(f"\nFirst 3 reviews:") - for i, review in enumerate(result['reviews'][:3], 1): - author = review.get('author', 'N/A') - rating = review.get('rating', 'N/A') - print(f"{i}. {author} - {rating}⭐") - - print("\n✅ Container is production-ready!") - return True - else: - print("⚠️ Scraping didn't work as expected") - print("=" * 70) - print(f"Success: {result['success']}") - print(f"Reviews: {result['count']}") - print(f"Error: {result.get('error', 'None')}") - return False - - except Exception as e: - print(f"\n❌ Test failed: {e}") - import traceback - traceback.print_exc() - return False - -if __name__ == "__main__": - success = test_chrome_in_container() - sys.exit(0 if success else 1) diff --git a/test_english_dates.py b/test_english_dates.py deleted file mode 100644 index adab028..0000000 --- a/test_english_dates.py +++ /dev/null @@ -1,136 +0,0 @@ -#!/usr/bin/env python3 -""" -Test if English locale exposes better date formats -""" -import json -from seleniumbase import Driver -import time - -# Try both Spanish and English URLs -urls = { - 'spanish': "https://www.google.com/maps/place/Soho+Club/data=!4m7!3m6!1s0x46dd947294b213bf:0x864c7a232527adb4!8m2!3d54.67869!4d25.2667181!16s%2Fg%2F1thhj5ml!19sChIJvxOylHKU3UYRtK0nJSN6TIY?authuser=0&hl=es&rclk=1", - 'english': "https://www.google.com/maps/place/Soho+Club/data=!4m7!3m6!1s0x46dd947294b213bf:0x864c7a232527adb4!8m2!3d54.67869!4d25.2667181!16s%2Fg%2G1thhj5ml!19sChIJvxOylHKU3UYRtK0nJSN6TIY?authuser=0&hl=en&rclk=1" -} - -results = {} - -for lang, url in urls.items(): - print(f"\n{'='*80}") - print(f"Testing: {lang.upper()}") - print('='*80) - - # Configure browser for English - chrome_options = [] - if lang == 'english': - chrome_options = [ - '--lang=en-US', - '--accept-lang=en-US,en;q=0.9' - ] - - driver = Driver(uc=True, headless=False, chromium_arg=','.join(chrome_options) if chrome_options else None) - - try: - driver.get(url) - time.sleep(5) - - # Click on reviews tab if needed - try: - reviews_button = driver.find_element("css selector", "button[aria-label*='eviews'], button[aria-label*='eseñas']") - reviews_button.click() - time.sleep(3) - except: - pass - - # Scroll to load reviews - try: - scrollable_pane = driver.find_element("css selector", "div[role='main']") - driver.execute_script("arguments[0].scrollBy(0, 500);", scrollable_pane) - time.sleep(2) - except: - pass - - # Extract first 3 review dates - extract_script = """ - const reviews = []; - const elements = document.querySelectorAll('div.jftiEf.fontBodyMedium'); - - for (let i = 0; i < Math.min(3, elements.length); i++) { - const elem = elements[i]; - const review = {}; - - // Author - const authorElem = elem.querySelector('div.d4r55'); - review.author = authorElem ? authorElem.textContent.trim() : null; - - // Date element - const dateElem = elem.querySelector('span.rsqaWe'); - if (dateElem) { - review.date_text = dateElem.textContent.trim(); - - // Check ALL attributes - const attrs = {}; - for (let attr of dateElem.attributes) { - attrs[attr.name] = attr.value; - } - review.date_attrs = attrs; - - // Check for datetime, aria-label, title, data-* - review.datetime = dateElem.getAttribute('datetime'); - review.aria_label = dateElem.getAttribute('aria-label'); - review.title = dateElem.getAttribute('title'); - review.data_timestamp = dateElem.getAttribute('data-timestamp'); - review.data_time = dateElem.getAttribute('data-time'); - - // Check parent elements - let parent = dateElem.parentElement; - if (parent) { - review.parent_tag = parent.tagName; - review.parent_class = parent.className; - const parentAttrs = {}; - for (let attr of parent.attributes) { - if (attr.name.includes('time') || attr.name.includes('date') || attr.name.includes('data-')) { - parentAttrs[attr.name] = attr.value; - } - } - review.parent_attrs = parentAttrs; - } - } - - reviews.push(review); - } - - return reviews; - """ - - reviews = driver.execute_script(extract_script) - results[lang] = reviews - - print(f"\nExtracted {len(reviews)} reviews") - for i, rev in enumerate(reviews, 1): - print(f"\nReview {i}:") - print(f" Author: {rev.get('author')}") - print(f" Date Text: {rev.get('date_text')}") - print(f" Datetime attr: {rev.get('datetime')}") - print(f" Aria-label: {rev.get('aria_label')}") - print(f" Title: {rev.get('title')}") - print(f" Data-timestamp: {rev.get('data_timestamp')}") - print(f" Parent attrs: {rev.get('parent_attrs')}") - - finally: - driver.quit() - -# Save comparison -with open('/tmp/date_format_comparison.json', 'w') as f: - json.dump(results, f, indent=2) - -print(f"\n{'='*80}") -print("COMPARISON SAVED TO: /tmp/date_format_comparison.json") -print('='*80) - -# Quick comparison -if 'spanish' in results and 'english' in results: - print("\nSPANISH vs ENGLISH:") - for i in range(min(len(results['spanish']), len(results['english']))): - sp = results['spanish'][i].get('date_text', 'N/A') - en = results['english'][i].get('date_text', 'N/A') - print(f" Review {i+1}: '{sp}' vs '{en}'") diff --git a/test_english_dates_simple.py b/test_english_dates_simple.py deleted file mode 100644 index 4b14025..0000000 --- a/test_english_dates_simple.py +++ /dev/null @@ -1,73 +0,0 @@ -#!/usr/bin/env python3 -""" -Test if English locale exposes better date formats -""" -import json -from modules.fast_scraper import fast_scrape_reviews - -# Try both Spanish and English URLs -urls = { - 'spanish': "https://www.google.com/maps/place/Soho+Club/data=!4m7!3m6!1s0x46dd947294b213bf:0x864c7a232527adb4!8m2!3d54.67869!4d25.2667181!16s%2Fg%2F1thhj5ml!19sChIJvxOylHKU3UYRtK0nJSN6TIY?authuser=0&hl=es&rclk=1", - 'english': "https://www.google.com/maps/place/Soho+Club/data=!4m7!3m6!1s0x46dd947294b213bf:0x864c7a232527adb4!8m2!3d54.67869!4d25.2667181!16s%2Fg%2F1thhj5ml!19sChIJvxOylHKU3UYRtK0nJSN6TIY?authuser=0&hl=en&rclk=1" -} - -results = {} - -for lang, url in urls.items(): - print(f"\n{'='*80}") - print(f"Testing: {lang.upper()}") - print('='*80) - - result = fast_scrape_reviews(url, headless=True) - reviews = result.get('reviews', []) - - print(f"Extracted {len(reviews)} reviews") - - if reviews: - # Show first 5 review dates - sample = [] - for i, rev in enumerate(reviews[:5], 1): - date_info = { - 'author': rev.get('author'), - 'date_text': rev.get('date_text'), - 'debug_date_info': rev.get('debug_date_info') - } - sample.append(date_info) - print(f"\nReview {i}:") - print(f" Author: {date_info['author']}") - print(f" Date: {date_info['date_text']}") - - if date_info.get('debug_date_info'): - date_attrs = date_info['debug_date_info'].get('date_elem_attrs', {}) - print(f" Date element attributes: {date_attrs}") - - results[lang] = { - 'count': len(reviews), - 'sample': sample - } - -# Save comparison -with open('/tmp/date_format_comparison.json', 'w') as f: - json.dump(results, f, indent=2) - -print(f"\n{'='*80}") -print("COMPARISON SAVED TO: /tmp/date_format_comparison.json") -print('='*80) - -# Quick comparison -if 'spanish' in results and 'english' in results: - print("\n📊 SPANISH vs ENGLISH DATE FORMATS:") - print("-" * 80) - sp_sample = results['spanish'].get('sample', []) - en_sample = results['english'].get('sample', []) - - for i in range(min(len(sp_sample), len(en_sample))): - sp_date = sp_sample[i].get('date_text', 'N/A') - en_date = en_sample[i].get('date_text', 'N/A') - - # Check if formats are different - marker = "🔄" if sp_date != en_date else "=" - print(f" {marker} Review {i+1}:") - print(f" ES: '{sp_date}'") - print(f" EN: '{en_date}'") - print() diff --git a/test_extract_app_state.py b/test_extract_app_state.py deleted file mode 100644 index b9c7461..0000000 --- a/test_extract_app_state.py +++ /dev/null @@ -1,70 +0,0 @@ -#!/usr/bin/env python3 -""" -Extract Google Maps APP_INITIALIZATION_STATE to find timestamps -""" -import json -from seleniumbase import Driver -import time - -url = "https://www.google.com/maps/place/Soho+Club/data=!4m7!3m6!1s0x46dd947294b213bf:0x864c7a232527adb4!8m2!3d54.67869!4d25.2667181!16s%2Fg%2F1thhj5ml!19sChIJvxOylHKU3UYRtK0nJSN6TIY?authuser=0&hl=es&rclk=1" - -print("Starting browser...") -driver = Driver(uc=True, headless=False) - -try: - print(f"Loading URL: {url}") - driver.get(url) - time.sleep(8) # Wait for page to fully load - - # Extract global state objects - extract_script = """ - const results = {}; - - // Get APP_INITIALIZATION_STATE - if (window.APP_INITIALIZATION_STATE) { - results.app_init_state = window.APP_INITIALIZATION_STATE; - } - - // Get APP_OPTIONS - if (window.APP_OPTIONS) { - results.app_options = window.APP_OPTIONS; - } - - // Get WIZ_global_data - if (window.WIZ_global_data) { - results.wiz_data = window.WIZ_global_data; - } - - return results; - """ - - print("Extracting global state...") - state_data = driver.execute_script(extract_script) - - print(f"\nFound keys: {list(state_data.keys())}") - - # Save to file - with open('/tmp/google_maps_app_state.json', 'w') as f: - json.dump(state_data, f, indent=2, default=str) - - print("\nApp state saved to: /tmp/google_maps_app_state.json") - - # Try to find review data in the state - state_str = json.dumps(state_data) - if '"Hace' in state_str: - print("\n✅ Found 'Hace' in app state - reviews data is there!") - else: - print("\n❌ No 'Hace' found in app state") - - # Check for timestamp-like numbers (Unix timestamps are 10-13 digits) - import re - timestamps = re.findall(r'\b\d{10,13}\b', state_str) - if timestamps: - print(f"\n✅ Found {len(timestamps)} potential timestamps (10-13 digit numbers)") - print(f"Sample: {timestamps[:5]}") - else: - print("\n❌ No timestamp-like numbers found") - -finally: - driver.quit() - print("\nBrowser closed") diff --git a/test_fast_api.py b/test_fast_api.py deleted file mode 100644 index e46aec4..0000000 --- a/test_fast_api.py +++ /dev/null @@ -1,162 +0,0 @@ -#!/usr/bin/env python3 -""" -Test script for the Fast API server. -Demonstrates how to use the updated API with the fast scraper (18.9s). -""" -import requests -import time -import json - -# API base URL -BASE_URL = "http://localhost:8000" - -def test_api(): - """Test the Fast API endpoints""" - - print("=" * 60) - print("Testing Fast Google Reviews Scraper API") - print("=" * 60) - print() - - # 1. Health check - print("1. Health Check") - response = requests.get(f"{BASE_URL}/") - print(f" Status: {response.status_code}") - print(f" Response: {response.json()}") - print() - - # 2. Start a scraping job - print("2. Starting Scraping Job") - - # Read URL from config - import yaml - with open('config.yaml', 'r') as f: - config = yaml.safe_load(f) - url = config.get('url') - - scrape_request = { - "url": url, - "headless": True # Run in headless mode - } - - response = requests.post(f"{BASE_URL}/scrape", json=scrape_request) - print(f" Status: {response.status_code}") - result = response.json() - print(f" Response: {result}") - print() - - job_id = result.get('job_id') - if not job_id: - print("❌ Failed to start job!") - return - - print(f" Job ID: {job_id}") - print() - - # 3. Poll job status - print("3. Polling Job Status") - start_time = time.time() - - while True: - response = requests.get(f"{BASE_URL}/jobs/{job_id}") - job = response.json() - - status = job['status'] - progress = job.get('progress', {}) - - elapsed = time.time() - start_time - print(f" [{elapsed:.1f}s] Status: {status} - {progress.get('message', '')}") - - if status in ['completed', 'failed', 'cancelled']: - break - - time.sleep(2) # Poll every 2 seconds - - print() - - # 4. Get final job details - print("4. Final Job Details") - response = requests.get(f"{BASE_URL}/jobs/{job_id}") - job = response.json() - - print(f" Status: {job['status']}") - print(f" Reviews Count: {job.get('reviews_count', 0)}") - print(f" Scrape Time: {job.get('scrape_time', 0):.1f}s") - - if job.get('error_message'): - print(f" Error: {job['error_message']}") - - if job.get('progress'): - progress = job['progress'] - if 'scroll_time' in progress: - print(f" Scroll Time: {progress['scroll_time']:.1f}s") - if 'extract_time' in progress: - print(f" Extract Time: {progress['extract_time']:.2f}s") - - print() - - # 5. Get reviews data - if job['status'] == 'completed': - print("5. Retrieving Reviews Data") - response = requests.get(f"{BASE_URL}/jobs/{job_id}/reviews") - - if response.status_code == 200: - reviews_data = response.json() - reviews = reviews_data['reviews'] - count = reviews_data['count'] - - print(f" Total Reviews: {count}") - print() - - # Show first 3 reviews - print(" Sample Reviews:") - for i, review in enumerate(reviews[:3], 1): - print(f" {i}. {review.get('author', 'Unknown')} - {review.get('rating', 0)}★") - text = review.get('text', '') - if text: - preview = text[:60] + "..." if len(text) > 60 else text - print(f" \"{preview}\"") - print() - - # Save to file - output_file = f"api_reviews_{job_id[:8]}.json" - with open(output_file, 'w', encoding='utf-8') as f: - json.dump(reviews, f, indent=2, ensure_ascii=False) - print(f" 💾 Saved all reviews to: {output_file}") - - else: - print(f" ❌ Failed to get reviews: {response.status_code}") - print(f" {response.json()}") - - print() - - # 6. Get statistics - print("6. Job Statistics") - response = requests.get(f"{BASE_URL}/stats") - stats = response.json() - - print(f" Total Jobs: {stats['total_jobs']}") - print(f" Running Jobs: {stats['running_jobs']}/{stats['max_concurrent_jobs']}") - print(f" By Status: {stats['by_status']}") - print() - - print("=" * 60) - print("✅ API Test Complete!") - print("=" * 60) - - -if __name__ == "__main__": - try: - test_api() - except requests.exceptions.ConnectionError: - print("❌ Error: Could not connect to API server!") - print() - print("Please start the API server first:") - print(" python api_server.py") - print() - except KeyboardInterrupt: - print("\n\nTest interrupted by user") - except Exception as e: - print(f"\n❌ Error: {e}") - import traceback - traceback.print_exc() diff --git a/test_lithuanian_hospital.py b/test_lithuanian_hospital.py deleted file mode 100644 index ae4ff17..0000000 --- a/test_lithuanian_hospital.py +++ /dev/null @@ -1,71 +0,0 @@ -#!/usr/bin/env python3 -""" -Test script for Lithuanian hospital to verify structural pattern matching works. -""" - -import logging -from modules.fast_scraper import fast_scrape_reviews - -# Configure logging to see what's happening -logging.basicConfig( - level=logging.INFO, - format='%(asctime)s - %(name)s - %(levelname)s - %(message)s' -) - -log = logging.getLogger(__name__) - -def test_lithuanian_hospital(): - """Test scraping the Lithuanian hospital that was getting 0 reviews""" - - url = "https://www.google.com/maps/search/?api=1&query=panevezio%20respubliikine%20ligonine" - - log.info("=" * 80) - log.info("Testing Lithuanian Hospital: Panevėžio respublikinė ligoninė") - log.info("Expected: 271 reviews") - log.info("Previous result: 0 reviews (selector mismatch)") - log.info("=" * 80) - - # Run the scraper with headless mode OFF so we can see what's happening - result = fast_scrape_reviews( - url=url, - headless=False, # Show browser for debugging - max_scrolls=999999 # Unlimited - use idle detection - ) - - log.info("=" * 80) - log.info("RESULTS:") - log.info(f"Success: {result['success']}") - log.info(f"Reviews found: {result['count']}") - log.info(f"Total reviews on page: {result.get('total_reviews', 'Unknown')}") - log.info(f"Time taken: {result['time']:.2f}s") - - if result.get('message'): - log.info(f"Message: {result['message']}") - - if result.get('error'): - log.error(f"Error: {result['error']}") - - log.info("=" * 80) - - # Show first few reviews if found - if result['count'] > 0: - log.info(f"\nFirst 3 reviews:") - for i, review in enumerate(result['reviews'][:3], 1): - log.info(f"\n Review {i}:") - log.info(f" Author: {review.get('author', 'N/A')}") - log.info(f" Rating: {review.get('rating', 'N/A')}") - log.info(f" Date: {review.get('date_text', 'N/A')}") - log.info(f" Text: {review.get('text', 'N/A')[:100]}...") - - # Verify the fix worked - if result['count'] > 200: - log.info("\n✅ SUCCESS! Structural pattern matching found reviews!") - log.info(f" Got {result['count']} reviews (expected ~271)") - elif result['count'] == 0: - log.error("\n❌ FAILED! Still getting 0 reviews - selector issue not fixed") - else: - log.warning(f"\n⚠️ PARTIAL: Got {result['count']} reviews (expected ~271)") - log.warning(" May need to increase idle detection patience") - -if __name__ == "__main__": - test_lithuanian_hospital() diff --git a/test_phase1.py b/test_phase1.py deleted file mode 100644 index c683a53..0000000 --- a/test_phase1.py +++ /dev/null @@ -1,110 +0,0 @@ -#!/usr/bin/env python3 -""" -Test script for Phase 1 implementation. -Tests PostgreSQL, Webhooks, and Health Checks without running full server. -""" -import asyncio -import sys -from uuid import uuid4 - -# Test imports -try: - from modules.database import DatabaseManager, JobStatus - from modules.webhooks import WebhookManager - from modules.health_checks import HealthCheckSystem - from modules.fast_scraper import fast_scrape_reviews - print("✅ All imports successful") -except ImportError as e: - print(f"❌ Import failed: {e}") - sys.exit(1) - - -async def test_phase1(): - """Test Phase 1 features""" - - print("\n" + "=" * 60) - print("Phase 1 Feature Testing") - print("=" * 60) - - # Test 1: Database Connection - print("\n1. Testing Database Connection...") - - # Use in-memory SQLite for testing (since we need asyncpg for PostgreSQL) - # For full testing, you would use: DATABASE_URL="postgresql://user@localhost/dbname" - - try: - # For demonstration, we'll test the module structure - print(" ✅ Database module structure valid") - print(" ✅ JobStatus enum defined") - print(" ✅ DatabaseManager class exists") - except Exception as e: - print(f" ❌ Database test failed: {e}") - return False - - # Test 2: Webhook System - print("\n2. Testing Webhook System...") - - try: - webhook_manager = WebhookManager() - - # Test signature generation - payload = '{"test": "data"}' - secret = "test_secret" - signature = webhook_manager.generate_signature(payload, secret) - - print(f" ✅ Webhook manager initialized") - print(f" ✅ Signature generation works: {signature[:16]}...") - - except Exception as e: - print(f" ❌ Webhook test failed: {e}") - return False - - # Test 3: Health Check System (without database) - print("\n3. Testing Health Check System...") - - try: - # Note: Full testing requires database connection - print(" ✅ HealthCheckSystem class exists") - print(" ✅ CanaryMonitor class exists") - print(" ℹ️ Full canary testing requires database connection") - - except Exception as e: - print(f" ❌ Health check test failed: {e}") - return False - - # Test 4: Fast Scraper Integration - print("\n4. Testing Fast Scraper Integration...") - - try: - print(" ✅ fast_scrape_reviews function exists") - print(" ✅ Scraper module integration ready") - print(" ℹ️ Skipping actual scrape test") - - except Exception as e: - print(f" ❌ Scraper test failed: {e}") - return False - - # Summary - print("\n" + "=" * 60) - print("✅ Phase 1 Module Testing Complete!") - print("=" * 60) - print() - print("All core modules are properly structured:") - print(" ✅ PostgreSQL database module") - print(" ✅ Webhook delivery system") - print(" ✅ Health check with canary testing") - print(" ✅ Fast scraper integration") - print() - print("Next steps:") - print(" 1. Start PostgreSQL: docker-compose -f docker-compose.production.yml up -d db") - print(" 2. Set DATABASE_URL environment variable") - print(" 3. Run: python api_server_production.py") - print(" 4. Test API endpoints") - print() - - return True - - -if __name__ == "__main__": - result = asyncio.run(test_phase1()) - sys.exit(0 if result else 1) diff --git a/test_soho_vilna.py b/test_soho_vilna.py deleted file mode 100644 index d88ba81..0000000 --- a/test_soho_vilna.py +++ /dev/null @@ -1,34 +0,0 @@ -#!/usr/bin/env python3 -""" -Test validation for the exact query that failed. -""" -import logging -from modules.fast_scraper import check_reviews_available - -logging.basicConfig( - level=logging.INFO, - format='%(asctime)s - %(name)s - %(levelname)s - %(message)s' -) - -# Test with the exact query that failed -url = "https://www.google.com/maps/search/?api=1&query=soho+vilna+club" - -print(f"\n{'='*80}") -print(f"Testing validation for: soho vilna club") -print(f"URL: {url}") -print(f"{'='*80}\n") -print("Opening browser... Check the browser console for [VALIDATION] logs") -print(f"{'='*80}\n") - -result = check_reviews_available(url, headless=False) - -print(f"\n{'='*80}") -print(f"RESULTS:") -print(f"{'='*80}") -print(f"Success: {result['success']}") -print(f"Has Reviews: {result['has_reviews']}") -print(f"Review Count: {result['review_count']}") -print(f"Business Name: {result['business_name']}") -if result.get('error'): - print(f"Error: {result['error']}") -print(f"{'='*80}\n") diff --git a/test_user_selector.py b/test_user_selector.py deleted file mode 100644 index 5422497..0000000 --- a/test_user_selector.py +++ /dev/null @@ -1,125 +0,0 @@ -#!/usr/bin/env python3 -""" -Test the CSS selector provided by the user to find review count. -""" -import time -from seleniumbase import Driver -from selenium.webdriver.common.by import By - -driver = Driver(uc=True, headless=True) - -url = 'https://www.google.com/maps/search/?api=1&query=instinto+las+palmas&hl=en' -print(f'Testing with user-provided CSS selector...\n') -driver.get(url) -time.sleep(2) - -# Handle GDPR -if 'consent.google.com' in driver.current_url: - form_btns = driver.find_elements(By.CSS_SELECTOR, 'form button') - for btn in form_btns: - if 'accept all' in (btn.text or '').lower(): - btn.click() - time.sleep(2) - break - -# Wait for auto-navigation and page load -time.sleep(6) - -print(f'Current URL: {driver.current_url[:100]}...\n') - -# Test the exact selector provided by user -selector = 'body > div:nth-child(5) > div.lbMcOd.y2iKwd.eZfyae.cSgCkb.xcUKcd.y2Sqzf.Nkjr6c.K1N2o > div.UL7Qtf > div.g2LZJb > div > div > div.w6VYqd > div:nth-child(2) > div > div.e07Vkf.kA9KIf > div > div > div.TIHn2 > div > div.lMbq3e > div.LBgpqf > div > div.fontBodyMedium.dmRWX > div.tos0Ie > div' - -result = driver.execute_script(''' - const selector = arguments[0]; - const elem = document.querySelector(selector); - - if (elem) { - return { - found: true, - text: elem.textContent || '', - innerHTML: elem.innerHTML || '', - parent: elem.parentElement ? elem.parentElement.textContent : '' - }; - } else { - return { - found: false, - text: null - }; - } -''', selector) - -print('='*80) -print('RESULT FROM USER SELECTOR:') -print('='*80) -print(f"Found: {result['found']}") -if result['found']: - print(f"Text: {result['text']}") - print(f"HTML: {result['innerHTML'][:200]}") - print(f"Parent text: {result['parent'][:200]}") -else: - print('❌ Element NOT found with that exact selector') - -# Try simpler selectors based on the classes -print('\n' + '='*80) -print('TESTING SIMPLER SELECTORS (key classes from user selector):') -print('='*80) - -# Test various class combinations -selectors_to_test = [ - 'div.fontBodyMedium.dmRWX', - 'div.tos0Ie', - 'div.LBgpqf', - 'div.lMbq3e', -] - -for test_selector in selectors_to_test: - elements = driver.execute_script(''' - const selector = arguments[0]; - const elements = document.querySelectorAll(selector); - const results = []; - - for (let elem of elements) { - const text = (elem.textContent || '').trim(); - if (text.length > 0 && text.length < 150) { - results.push(text); - } - } - - return results.slice(0, 5); // First 5 matches - ''', test_selector) - - print(f'\nSelector: {test_selector}') - print(f'Found {len(elements)} element(s):') - for i, text in enumerate(elements, 1): - print(f' {i}. {text[:100]}') - -# Also look for any element containing "review" in these specific class contexts -print('\n' + '='*80) -print('SEARCHING FOR REVIEW COUNT IN SIMILAR LOCATIONS:') -print('='*80) - -review_search = driver.execute_script(''' - const results = []; - - // Look for elements with classes that might contain review info - const candidates = document.querySelectorAll('div.fontBodyMedium, div[class*="dmRWX"], div[class*="tos0Ie"]'); - - for (let elem of candidates) { - const text = (elem.textContent || '').trim(); - if (text.length > 0 && text.length < 200 && /review|reseña/i.test(text)) { - results.push({ - text: text, - classes: elem.className - }); - } - } - - return results.slice(0, 10); -''') - -for i, item in enumerate(review_search, 1): - print(f"\n{i}. Classes: {item['classes'][:80]}") - print(f" Text: {item['text'][:100]}") - -driver.quit() diff --git a/test_validation_local.py b/test_validation_local.py deleted file mode 100644 index b5fd005..0000000 --- a/test_validation_local.py +++ /dev/null @@ -1,55 +0,0 @@ -#!/usr/bin/env python3 -""" -Test script for validating review detection on search results pages. -Tests the check_reviews_available() function locally. -""" -import sys -import logging -from modules.fast_scraper import check_reviews_available - -# Setup logging to see all debug info -logging.basicConfig( - level=logging.INFO, - format='%(asctime)s - %(name)s - %(levelname)s - %(message)s' -) - -def test_validation(search_query: str): - """Test validation for a search query.""" - # Convert search query to Google Maps search URL - url = f"https://www.google.com/maps/search/?api=1&query={search_query.replace(' ', '+')}" - - print(f"\n{'='*80}") - print(f"Testing validation for: {search_query}") - print(f"URL: {url}") - print(f"{'='*80}\n") - - # Run the check - result = check_reviews_available(url, headless=False) - - # Display results - print(f"\n{'='*80}") - print(f"RESULTS:") - print(f"{'='*80}") - print(f"Success: {result['success']}") - print(f"Has Reviews: {result['has_reviews']}") - print(f"Review Count: {result['review_count']}") - print(f"Business Name: {result['business_name']}") - if result.get('error'): - print(f"Error: {result['error']}") - print(f"{'='*80}\n") - - return result - -if __name__ == "__main__": - # Test with the problematic search query - test_cases = [ - "soho vilnius club", - "google dublin office", # Known business with many reviews - ] - - for query in test_cases: - result = test_validation(query) - - # Pause between tests - if query != test_cases[-1]: - input("\nPress Enter to continue to next test...") diff --git a/test_without_english.py b/test_without_english.py deleted file mode 100644 index 25fb0e1..0000000 --- a/test_without_english.py +++ /dev/null @@ -1,92 +0,0 @@ -#!/usr/bin/env python3 -""" -Test WITHOUT forcing English locale - use the page's default language. -""" - -import time -from seleniumbase import Driver - -# NO hl=en parameter! -url = "https://www.google.com/maps/search/?api=1&query=panevezio%20respubliikine%20ligonine" - -driver = Driver(uc=True, headless=False) - -try: - driver.get(url) - print(f"Loaded (NO hl=en): {url}") - time.sleep(5) - - # GDPR - try: - form_btns = driver.find_elements('css selector', 'form button') - for btn in form_btns: - btn_text = (btn.text or '').lower() - if 'accept' in btn_text or 'priim' in btn_text: # Lithuanian "priimti" - print(f"Clicking consent: {btn.text}") - btn.click() - time.sleep(2) - break - except: - pass - - # List ALL tabs - print("\nALL TABS FOUND:") - time.sleep(2) - tabs = driver.find_elements('css selector', 'button[role="tab"]') - for i, tab in enumerate(tabs, 1): - text = tab.text or '' - aria = tab.get_attribute('aria-label') or '' - print(f" Tab {i}: text='{text}', aria='{aria}'") - - # Look for reviews tab (try multiple keywords) - review_keywords = ['review', 'reseña', 'atsiliepimai', 'atsiliepi', 'отзыв'] - review_tab_found = False - - for tab in tabs: - text = (tab.text or '').lower() - aria = (tab.get_attribute('aria-label') or '').lower() - - for keyword in review_keywords: - if keyword in text or keyword in aria: - print(f"\nFound REVIEWS TAB: {tab.text or aria[:50]}") - driver.execute_script("arguments[0].click();", tab) - time.sleep(5) - review_tab_found = True - break - - if review_tab_found: - break - - if not review_tab_found: - print("\nWARNING: Still no reviews tab found!") - else: - # Now scroll and check for reviews - print("\nScrolling to load reviews...") - try: - pane = driver.find_element('css selector', 'div.m6QErb.WNBkOb.XiKgde') - for i in range(10): - driver.execute_script("arguments[0].scrollBy(0, 400);", pane) - time.sleep(0.3) - except: - pass - - # Check for reviews using known selectors - selectors_to_check = [ - 'div.jftiEf.fontBodyMedium', - 'div.jftiEf', - 'div.fontBodyMedium', - 'div[data-review-id]' - ] - - print("\nChecking selectors:") - for selector in selectors_to_check: - count = driver.execute_script(f"return document.querySelectorAll('{selector}').length;") - print(f" {selector:30} : {count} elements") - - print(f"\n{'='*80}") - print("Browser open for inspection (120s)...") - print(f"{'='*80}") - time.sleep(120) - -finally: - driver.quit() diff --git a/web/app/api/jobs/[jobId]/compare/route.ts b/web/app/api/jobs/[jobId]/compare/route.ts new file mode 100644 index 0000000..399b7fd --- /dev/null +++ b/web/app/api/jobs/[jobId]/compare/route.ts @@ -0,0 +1,86 @@ +import { NextRequest, NextResponse } from 'next/server'; + +const API_BASE_URL = process.env.NEXT_PUBLIC_API_URL || 'http://localhost:8000'; + +// GET /api/jobs/[jobId]/compare?previous= +// Returns reviews from current job with a flag indicating if they're new +export async function GET( + request: NextRequest, + { params }: { params: Promise<{ jobId: string }> } +) { + try { + const { jobId } = await params; + const { searchParams } = new URL(request.url); + const previousJobId = searchParams.get('previous'); + + // Fetch current job reviews + const currentResponse = await fetch(`${API_BASE_URL}/jobs/${jobId}/reviews?limit=10000`); + if (!currentResponse.ok) { + return NextResponse.json( + { error: 'Failed to get current job reviews' }, + { status: currentResponse.status } + ); + } + const currentData = await currentResponse.json(); + const currentReviews = currentData.reviews || []; + + // If no previous job to compare, all reviews are "new" + if (!previousJobId) { + const reviewsWithStatus = currentReviews.map((review: Record) => ({ + ...review, + is_new: true, + })); + return NextResponse.json({ + reviews: reviewsWithStatus, + total_count: reviewsWithStatus.length, + new_count: reviewsWithStatus.length, + previous_job_id: null, + }); + } + + // Fetch previous job reviews + const previousResponse = await fetch(`${API_BASE_URL}/jobs/${previousJobId}/reviews?limit=10000`); + if (!previousResponse.ok) { + // Previous job not found, treat all as new + const reviewsWithStatus = currentReviews.map((review: Record) => ({ + ...review, + is_new: true, + })); + return NextResponse.json({ + reviews: reviewsWithStatus, + total_count: reviewsWithStatus.length, + new_count: reviewsWithStatus.length, + previous_job_id: previousJobId, + }); + } + + const previousData = await previousResponse.json(); + const previousReviews = previousData.reviews || []; + + // Create a Set of previous review IDs for O(1) lookup + const previousReviewIds = new Set( + previousReviews.map((r: { review_id: string }) => r.review_id) + ); + + // Mark reviews as new if they weren't in the previous job + const reviewsWithStatus = currentReviews.map((review: { review_id: string }) => ({ + ...review, + is_new: !previousReviewIds.has(review.review_id), + })); + + const newCount = reviewsWithStatus.filter((r: { is_new: boolean }) => r.is_new).length; + + return NextResponse.json({ + reviews: reviewsWithStatus, + total_count: reviewsWithStatus.length, + new_count: newCount, + previous_job_id: previousJobId, + }); + } catch (error) { + console.error('Compare API error:', error); + return NextResponse.json( + { error: 'Failed to compare reviews' }, + { status: 500 } + ); + } +} diff --git a/web/app/api/jobs/[jobId]/logs/route.ts b/web/app/api/jobs/[jobId]/logs/route.ts new file mode 100644 index 0000000..45effe9 --- /dev/null +++ b/web/app/api/jobs/[jobId]/logs/route.ts @@ -0,0 +1,30 @@ +import { NextRequest, NextResponse } from 'next/server'; + +const API_BASE_URL = process.env.NEXT_PUBLIC_API_URL || 'http://localhost:8000'; + +export async function GET( + request: NextRequest, + { params }: { params: Promise<{ jobId: string }> } +) { + try { + const { jobId } = await params; + + const response = await fetch(`${API_BASE_URL}/jobs/${jobId}/logs`); + + if (!response.ok) { + return NextResponse.json( + { error: 'Failed to get logs' }, + { status: response.status } + ); + } + + const data = await response.json(); + return NextResponse.json(data); + } catch (error) { + console.error('Logs API error:', error); + return NextResponse.json( + { error: 'Failed to get logs' }, + { status: 500 } + ); + } +} diff --git a/web/app/api/jobs/[jobId]/route.ts b/web/app/api/jobs/[jobId]/route.ts index b82e8b8..3794a79 100644 --- a/web/app/api/jobs/[jobId]/route.ts +++ b/web/app/api/jobs/[jobId]/route.ts @@ -28,3 +28,32 @@ export async function GET( ); } } + +export async function DELETE( + request: NextRequest, + { params }: { params: Promise<{ jobId: string }> } +) { + try { + const { jobId } = await params; + + const response = await fetch(`${API_BASE_URL}/jobs/${jobId}`, { + method: 'DELETE', + }); + + if (!response.ok) { + const data = await response.json(); + return NextResponse.json( + { error: data.detail || 'Failed to delete job' }, + { status: response.status } + ); + } + + return NextResponse.json({ success: true, message: 'Job deleted successfully' }); + } catch (error) { + console.error('Delete job API error:', error); + return NextResponse.json( + { error: 'Failed to delete job' }, + { status: 500 } + ); + } +} diff --git a/web/app/api/jobs/[jobId]/stream/route.ts b/web/app/api/jobs/[jobId]/stream/route.ts new file mode 100644 index 0000000..1eb37b5 --- /dev/null +++ b/web/app/api/jobs/[jobId]/stream/route.ts @@ -0,0 +1,57 @@ +import { NextRequest } from 'next/server'; + +const API_BASE_URL = process.env.NEXT_PUBLIC_API_URL || 'http://localhost:8000'; + +export const dynamic = 'force-dynamic'; + +export async function GET( + request: NextRequest, + { params }: { params: Promise<{ jobId: string }> } +) { + const { jobId } = await params; + const encoder = new TextEncoder(); + + const stream = new ReadableStream({ + async start(controller) { + try { + const response = await fetch(`${API_BASE_URL}/jobs/${jobId}/stream`, { + headers: { + 'Accept': 'text/event-stream', + 'Cache-Control': 'no-cache', + }, + }); + + if (!response.ok || !response.body) { + controller.enqueue(encoder.encode(`event: error\ndata: {"error": "Failed to connect to backend"}\n\n`)); + controller.close(); + return; + } + + const reader = response.body.getReader(); + + while (true) { + const { done, value } = await reader.read(); + if (done) { + break; + } + // Forward the SSE data as-is + controller.enqueue(value); + } + } catch (error) { + console.error('SSE stream error:', error); + controller.enqueue(encoder.encode(`event: error\ndata: {"error": "Stream connection failed"}\n\n`)); + } finally { + controller.close(); + } + }, + }); + + return new Response(stream, { + headers: { + 'Content-Type': 'text/event-stream', + 'Cache-Control': 'no-cache, no-transform', + 'Connection': 'keep-alive', + 'X-Accel-Buffering': 'no', + }, + }); +} diff --git a/web/app/api/jobs/route.ts b/web/app/api/jobs/route.ts new file mode 100644 index 0000000..0c86b0e --- /dev/null +++ b/web/app/api/jobs/route.ts @@ -0,0 +1,30 @@ +import { NextRequest, NextResponse } from 'next/server'; + +const API_BASE_URL = process.env.NEXT_PUBLIC_API_URL || 'http://localhost:8000'; + +export async function GET(request: NextRequest) { + try { + const { searchParams } = new URL(request.url); + const limit = searchParams.get('limit') || '100'; + + const response = await fetch(`${API_BASE_URL}/jobs?limit=${limit}`); + + if (!response.ok) { + return NextResponse.json( + { error: 'Failed to get jobs' }, + { status: response.status } + ); + } + + const data = await response.json(); + // Backend returns array directly, not { jobs: [...] } + const jobs = Array.isArray(data) ? data : (data.jobs || []); + return NextResponse.json({ jobs }); + } catch (error) { + console.error('Jobs API error:', error); + return NextResponse.json( + { error: 'Failed to get jobs' }, + { status: 500 } + ); + } +} diff --git a/web/app/api/jobs/stream/route.ts b/web/app/api/jobs/stream/route.ts new file mode 100644 index 0000000..ad36093 --- /dev/null +++ b/web/app/api/jobs/stream/route.ts @@ -0,0 +1,54 @@ +import { NextRequest } from 'next/server'; + +const API_BASE_URL = process.env.NEXT_PUBLIC_API_URL || 'http://localhost:8000'; + +export const dynamic = 'force-dynamic'; + +export async function GET(request: NextRequest) { + const encoder = new TextEncoder(); + + const stream = new ReadableStream({ + async start(controller) { + try { + const response = await fetch(`${API_BASE_URL}/jobs/stream`, { + headers: { + 'Accept': 'text/event-stream', + 'Cache-Control': 'no-cache', + }, + }); + + if (!response.ok || !response.body) { + controller.enqueue(encoder.encode(`event: error\ndata: {"error": "Failed to connect to backend"}\n\n`)); + controller.close(); + return; + } + + const reader = response.body.getReader(); + const decoder = new TextDecoder(); + + while (true) { + const { done, value } = await reader.read(); + if (done) { + break; + } + // Forward the SSE data as-is + controller.enqueue(value); + } + } catch (error) { + console.error('SSE stream error:', error); + controller.enqueue(encoder.encode(`event: error\ndata: {"error": "Stream connection failed"}\n\n`)); + } finally { + controller.close(); + } + }, + }); + + return new Response(stream, { + headers: { + 'Content-Type': 'text/event-stream', + 'Cache-Control': 'no-cache, no-transform', + 'Connection': 'keep-alive', + 'X-Accel-Buffering': 'no', + }, + }); +} diff --git a/web/app/api/scrape/route.ts b/web/app/api/scrape/route.ts index 1df7cec..31d938b 100644 --- a/web/app/api/scrape/route.ts +++ b/web/app/api/scrape/route.ts @@ -4,17 +4,26 @@ const API_BASE_URL = process.env.NEXT_PUBLIC_API_URL || 'http://localhost:8000'; export async function POST(request: NextRequest) { try { - const { url } = await request.json(); + const body = await request.json(); + const { url, business_name, business_address, rating_snapshot, total_reviews_snapshot } = body; if (!url) { return NextResponse.json({ error: 'URL is required' }, { status: 400 }); } - // Call the containerized scraper API + // Call the containerized scraper API with business metadata const response = await fetch(`${API_BASE_URL}/scrape`, { method: 'POST', headers: { 'Content-Type': 'application/json' }, - body: JSON.stringify({ url }), + body: JSON.stringify({ + url, + metadata: { + business_name, + business_address, + rating_snapshot, + total_reviews_snapshot, + }, + }), }); const data = await response.json(); diff --git a/web/app/page.tsx b/web/app/page.tsx index c0767cb..a2478af 100644 --- a/web/app/page.tsx +++ b/web/app/page.tsx @@ -1,38 +1,259 @@ -import ScraperTest from '@/components/ScraperTest'; +'use client'; + +import ScraperTest, { JobStatus } from '@/components/ScraperTest'; +import ReviewAnalytics from '@/components/ReviewAnalytics'; +import Sidebar from '@/components/Sidebar'; +import JobsView from '@/components/JobsView'; +import { useState, useCallback, useEffect } from 'react'; + +interface Review { + author: string; + rating: number; + text: string | null; + date_text: string; + avatar_url: string | null; + profile_url: string | null; + review_id: string; +} + +interface ReviewWithNew extends Review { + is_new?: boolean; +} + +interface SelectedJob { + reviews: ReviewWithNew[]; + businessName: string; + businessUrl: string; + jobId: string; + newCount?: number; + previousJobId?: string; +} + +type ViewType = 'newScrape' | 'jobs' | 'reports'; export default function Home() { + const [activeView, setActiveView] = useState('newScrape'); + const [jobs, setJobs] = useState([]); + const [selectedJob, setSelectedJob] = useState(null); + const [isLoadingJob, setIsLoadingJob] = useState(null); + + // Load jobs from API + const refreshJobs = useCallback(async () => { + try { + const response = await fetch('/api/jobs?limit=100'); + if (response.ok) { + const data = await response.json(); + if (data.jobs) { + setJobs(data.jobs); + } + } + } catch (err) { + console.error('Failed to load jobs:', err); + } + }, []); + + // Load jobs from API on mount + useEffect(() => { + refreshJobs(); + }, [refreshJobs]); + + const handleJobsChange = useCallback((newJobs: JobStatus[]) => { + setJobs(prev => { + // Merge new jobs with existing, updating duplicates + const jobMap = new Map(prev.map(j => [j.job_id, j])); + newJobs.forEach(job => jobMap.set(job.job_id, job)); + return Array.from(jobMap.values()); + }); + }, []); + + const handleSelectReviews = useCallback((reviews: Review[], businessName: string, jobId: string, businessUrl?: string) => { + setSelectedJob({ reviews, businessName, businessUrl: businessUrl || '', jobId }); + setActiveView('reports'); + }, []); + + const loadJobReviews = async (job: JobStatus, previousJob?: JobStatus) => { + if (job.status !== 'completed' || !job.reviews_count) return; + + setIsLoadingJob(job.job_id); + try { + // Use compare API if we have a previous job + const url = previousJob + ? `/api/jobs/${job.job_id}/compare?previous=${previousJob.job_id}` + : `/api/jobs/${job.job_id}/reviews?limit=10000`; + + const response = await fetch(url); + if (!response.ok) throw new Error('Failed to fetch reviews'); + const data = await response.json(); + + const reviews = data.reviews || []; + if (reviews.length > 0) { + // Extract business name from URL query param as fallback + let businessName = job.business_name; + if (!businessName) { + try { + const urlObj = new URL(job.url); + const query = urlObj.searchParams.get('query'); + businessName = query ? decodeURIComponent(query) : 'Unknown Business'; + } catch { + businessName = 'Unknown Business'; + } + } + + setSelectedJob({ + reviews, + businessName, + businessUrl: job.url, + jobId: job.job_id, + newCount: data.new_count, + previousJobId: previousJob?.job_id, + }); + setActiveView('reports'); + } + } catch (err) { + console.error('Failed to load job reviews:', err); + } finally { + setIsLoadingJob(null); + } + }; + + const renderMainContent = () => { + switch (activeView) { + case 'newScrape': + return ( +
+ +
+ ); + + case 'jobs': + return ( + + ); + + case 'reports': { + // Get completed jobs with reviews + const completedJobs = jobs + .filter(j => j.status === 'completed' && j.reviews_count && j.reviews_count > 0) + .sort((a, b) => new Date(b.created_at).getTime() - new Date(a.created_at).getTime()); + + return selectedJob ? ( +
+
+

Analytics

+ +
+ +
+ ) : ( +
+
+

Reports

+

+ {completedJobs.length} completed {completedJobs.length === 1 ? 'scrape' : 'scrapes'} with reviews +

+
+ + {completedJobs.length === 0 ? ( +
+ + + +

No Reports Yet

+

Complete a scrape job to see analytics reports

+ +
+ ) : ( +
+ {completedJobs.map(job => { + // Extract business name from URL as fallback + let businessName = job.business_name; + if (!businessName) { + try { + const urlObj = new URL(job.url); + const query = urlObj.searchParams.get('query'); + businessName = query ? decodeURIComponent(query) : 'Unknown Business'; + } catch { + businessName = 'Unknown Business'; + } + } + + return ( +
loadJobReviews(job)} + className="bg-white rounded-xl border-2 border-gray-200 p-5 cursor-pointer hover:border-blue-400 hover:shadow-lg transition-all" + > +
+

+ {businessName} +

+ {job.rating_snapshot && ( + + + + + {job.rating_snapshot.toFixed(1)} + + )} +
+ +
+ {job.reviews_count} reviews + {job.scrape_time && {job.scrape_time.toFixed(1)}s} +
+ +
+ {new Date(job.created_at).toLocaleDateString()} at {new Date(job.created_at).toLocaleTimeString()} +
+ + {isLoadingJob === job.job_id && ( +
+
+ Loading... +
+ )} +
+ ); + })} +
+ )} +
+ ); + } + } + }; + return ( -
-
-
-

- Google Reviews Scraper -

-

- Test the containerized scraper API -

-
-
- Powered by SeleniumBase UC Mode -
-
+
+ {/* Sidebar */} + -
- -
- -
-

💡 Example URLs to test:

-
-

- https://www.google.com/maps/place/Soho+Club/... -

-
-

- API running at: localhost:8000 -

-
-
+ {/* Main Content */} +
+ {renderMainContent()} +
); } diff --git a/web/components/JobsView.tsx b/web/components/JobsView.tsx new file mode 100644 index 0000000..ebe89a9 --- /dev/null +++ b/web/components/JobsView.tsx @@ -0,0 +1,1586 @@ +'use client'; + +import React, { useState, useMemo, useEffect, useCallback } from 'react'; +import { + useReactTable, + getCoreRowModel, + getFilteredRowModel, + getSortedRowModel, + getPaginationRowModel, + ColumnDef, + flexRender, + SortingState, + ColumnFiltersState, +} from '@tanstack/react-table'; +import { JobStatus } from './ScraperTest'; + +interface LogEntry { + timestamp: string; + level: string; + message: string; + source: string; +} + +interface JobLogs { + job_id: string; + status: string; + error_message: string | null; + logs: LogEntry[]; + log_count: number; +} + +interface JobsViewProps { + jobs: JobStatus[]; + onSelectJob: (job: JobStatus, previousJob?: JobStatus) => void; + isLoadingJob: string | null; + onRefresh?: () => void; +} + +// Helper to format duration +function formatDuration(seconds: number): string { + if (seconds < 60) return `${seconds.toFixed(1)}s`; + const mins = Math.floor(seconds / 60); + const secs = Math.round(seconds % 60); + return `${mins}m ${secs}s`; +} + +// Helper to calculate speed (reviews/second) +function calculateSpeed(reviewCount: number | null, scrapeTime: number | null): number | null { + if (!reviewCount || !scrapeTime || scrapeTime === 0) return null; + return reviewCount / scrapeTime; +} + +// Helper to extract business name from URL +function extractBusinessName(job: JobStatus): string { + if (job.business_name) return job.business_name; + try { + const urlObj = new URL(job.url); + const query = urlObj.searchParams.get('query'); + return query ? decodeURIComponent(query) : 'Unknown Business'; + } catch { + return 'Unknown Business'; + } +} + +export default function JobsView({ jobs, onSelectJob, isLoadingJob, onRefresh }: JobsViewProps) { + const [sorting, setSorting] = useState([{ id: 'created_at', desc: true }]); + const [columnFilters, setColumnFilters] = useState([]); + const [globalFilter, setGlobalFilter] = useState(''); + const [statusFilter, setStatusFilter] = useState('all'); + const [selectedJobLogs, setSelectedJobLogs] = useState(null); + const [loadingLogs, setLoadingLogs] = useState(null); + const [expandedErrors, setExpandedErrors] = useState>(new Set()); + + // Live monitoring state + const [monitoredJob, setMonitoredJob] = useState(null); + const [monitoredJobLogs, setMonitoredJobLogs] = useState([]); + const [isMonitoring, setIsMonitoring] = useState(false); + + // Delete state + const [deleteConfirm, setDeleteConfirm] = useState(null); + const [isDeleting, setIsDeleting] = useState(null); + const [bulkDeleteConfirm, setBulkDeleteConfirm] = useState<'all' | 'completed' | 'failed' | null>(null); + const [isBulkDeleting, setIsBulkDeleting] = useState(false); + + // Real-time updates for running jobs in the table + const [runningJobUpdates, setRunningJobUpdates] = useState>(new Map()); + + // SSE connection for real-time job updates + useEffect(() => { + const hasRunningJobs = jobs.some(j => j.status === 'running'); + + // Only connect to SSE if there are running jobs + if (!hasRunningJobs) { + setRunningJobUpdates(new Map()); + return; + } + + let eventSource: EventSource | null = null; + let reconnectTimeout: NodeJS.Timeout | null = null; + + const connect = () => { + eventSource = new EventSource('/api/jobs/stream'); + + eventSource.onopen = () => { + console.log('SSE connected for job updates'); + }; + + eventSource.addEventListener('job_progress', (event) => { + try { + const data = JSON.parse(event.data); + setRunningJobUpdates(prev => { + const updated = new Map(prev); + updated.set(data.job_id, { + job_id: data.job_id, + status: 'running', + reviews_count: data.reviews_count, + total_reviews: data.total_reviews, + scrape_time: data.scrape_time, + } as JobStatus); + return updated; + }); + } catch (err) { + console.error('Failed to parse job_progress event:', err); + } + }); + + eventSource.addEventListener('job_completed', (event) => { + try { + const data = JSON.parse(event.data); + // Remove from running updates and trigger refresh + setRunningJobUpdates(prev => { + const updated = new Map(prev); + updated.delete(data.job_id); + return updated; + }); + // Refresh the jobs list to get final state + onRefresh?.(); + } catch (err) { + console.error('Failed to parse job_completed event:', err); + } + }); + + eventSource.addEventListener('job_failed', (event) => { + try { + const data = JSON.parse(event.data); + setRunningJobUpdates(prev => { + const updated = new Map(prev); + updated.delete(data.job_id); + return updated; + }); + onRefresh?.(); + } catch (err) { + console.error('Failed to parse job_failed event:', err); + } + }); + + eventSource.onerror = () => { + console.log('SSE connection error, reconnecting...'); + eventSource?.close(); + // Reconnect after 3 seconds + reconnectTimeout = setTimeout(connect, 3000); + }; + }; + + connect(); + + return () => { + eventSource?.close(); + if (reconnectTimeout) clearTimeout(reconnectTimeout); + }; + }, [jobs, onRefresh]); + + // Merge jobs with real-time updates + const jobsWithUpdates = useMemo(() => { + return jobs.map(job => { + const update = runningJobUpdates.get(job.job_id); + if (update && job.status === 'running') { + return { ...job, ...update }; + } + return job; + }); + }, [jobs, runningJobUpdates]); + + const fetchJobLogs = async (jobId: string) => { + setLoadingLogs(jobId); + try { + const response = await fetch(`/api/jobs/${jobId}/logs`); + if (response.ok) { + const data = await response.json(); + setSelectedJobLogs(data); + } + } catch (err) { + console.error('Failed to fetch logs:', err); + } finally { + setLoadingLogs(null); + } + }; + + // Live monitoring functions + const startMonitoring = useCallback((job: JobStatus) => { + setMonitoredJob(job); + setMonitoredJobLogs([]); + setIsMonitoring(true); + }, []); + + const stopMonitoring = useCallback(() => { + setIsMonitoring(false); + setMonitoredJob(null); + setMonitoredJobLogs([]); + }, []); + + // Delete a single job + const deleteJob = useCallback(async (jobId: string) => { + setIsDeleting(jobId); + try { + const response = await fetch(`/api/jobs/${jobId}`, { method: 'DELETE' }); + if (response.ok) { + setDeleteConfirm(null); + onRefresh?.(); + } else { + console.error('Failed to delete job'); + } + } catch (err) { + console.error('Error deleting job:', err); + } finally { + setIsDeleting(null); + } + }, [onRefresh]); + + // Bulk delete jobs by status + const bulkDeleteJobs = useCallback(async (status: 'all' | 'completed' | 'failed') => { + setIsBulkDeleting(true); + try { + const jobsToDelete = status === 'all' + ? jobs + : jobs.filter(j => j.status === status); + + await Promise.all( + jobsToDelete.map(job => + fetch(`/api/jobs/${job.job_id}`, { method: 'DELETE' }) + ) + ); + + setBulkDeleteConfirm(null); + onRefresh?.(); + } catch (err) { + console.error('Error bulk deleting jobs:', err); + } finally { + setIsBulkDeleting(false); + } + }, [jobs, onRefresh]); + + // SSE connection for live monitoring + useEffect(() => { + if (!isMonitoring || !monitoredJob) return; + + let eventSource: EventSource | null = null; + let reconnectTimeout: NodeJS.Timeout | null = null; + + const connect = () => { + eventSource = new EventSource(`/api/jobs/${monitoredJob.job_id}/stream`); + + eventSource.onopen = () => { + console.log('SSE connected for live monitoring'); + }; + + eventSource.addEventListener('initial_state', (event) => { + try { + const data = JSON.parse(event.data); + setMonitoredJob(prev => prev ? { ...prev, ...data } : prev); + if (data.logs) { + setMonitoredJobLogs(data.logs); + } + } catch (err) { + console.error('Failed to parse initial_state event:', err); + } + }); + + eventSource.addEventListener('job_progress', (event) => { + try { + const data = JSON.parse(event.data); + setMonitoredJob(prev => prev ? { + ...prev, + status: 'running', + reviews_count: data.reviews_count, + total_reviews: data.total_reviews, + scrape_time: data.scrape_time, + } : prev); + if (data.logs) { + setMonitoredJobLogs(data.logs); + } + } catch (err) { + console.error('Failed to parse job_progress event:', err); + } + }); + + eventSource.addEventListener('job_completed', (event) => { + try { + const data = JSON.parse(event.data); + setMonitoredJob(prev => prev ? { + ...prev, + status: 'completed', + reviews_count: data.reviews_count, + total_reviews: data.total_reviews, + scrape_time: data.scrape_time, + } : prev); + if (data.logs) { + setMonitoredJobLogs(data.logs); + } + // Stop monitoring but keep modal open + setIsMonitoring(false); + eventSource?.close(); + } catch (err) { + console.error('Failed to parse job_completed event:', err); + } + }); + + eventSource.addEventListener('job_failed', (event) => { + try { + const data = JSON.parse(event.data); + setMonitoredJob(prev => prev ? { + ...prev, + status: 'failed', + error_message: data.error, + } : prev); + if (data.logs) { + setMonitoredJobLogs(data.logs); + } + setIsMonitoring(false); + eventSource?.close(); + } catch (err) { + console.error('Failed to parse job_failed event:', err); + } + }); + + eventSource.addEventListener('job_update', (event) => { + try { + const data = JSON.parse(event.data); + setMonitoredJob(prev => prev ? { ...prev, ...data } : prev); + if (data.logs) { + setMonitoredJobLogs(data.logs); + } + // Check if job is no longer running + if (data.status && data.status !== 'running') { + setIsMonitoring(false); + eventSource?.close(); + } + } catch (err) { + console.error('Failed to parse job_update event:', err); + } + }); + + eventSource.onerror = () => { + console.log('SSE connection error for live monitor, reconnecting...'); + eventSource?.close(); + // Reconnect after 2 seconds + reconnectTimeout = setTimeout(connect, 2000); + }; + }; + + connect(); + + return () => { + eventSource?.close(); + if (reconnectTimeout) clearTimeout(reconnectTimeout); + }; + }, [isMonitoring, monitoredJob?.job_id]); + + // Calculate summary stats + const stats = useMemo(() => { + const completed = jobsWithUpdates.filter(j => j.status === 'completed'); + const failed = jobsWithUpdates.filter(j => j.status === 'failed'); + const running = jobsWithUpdates.filter(j => j.status === 'running'); + + const totalReviews = completed.reduce((sum, j) => sum + (j.reviews_count || 0), 0); + const totalTime = completed.reduce((sum, j) => sum + (j.scrape_time || 0), 0); + const avgTime = completed.length > 0 ? totalTime / completed.length : 0; + const successRate = jobsWithUpdates.length > 0 ? (completed.length / jobsWithUpdates.length) * 100 : 0; + + // Jobs today + const today = new Date(); + today.setHours(0, 0, 0, 0); + const jobsToday = jobsWithUpdates.filter(j => new Date(j.created_at) >= today).length; + + // Average speed + const speeds = completed + .map(j => calculateSpeed(j.reviews_count, j.scrape_time)) + .filter((s): s is number => s !== null); + const avgSpeed = speeds.length > 0 ? speeds.reduce((a, b) => a + b, 0) / speeds.length : 0; + + return { + total: jobsWithUpdates.length, + completed: completed.length, + failed: failed.length, + running: running.length, + totalReviews, + avgTime, + successRate, + jobsToday, + avgSpeed, + }; + }, [jobsWithUpdates]); + + // Filter jobs by status + const filteredJobs = useMemo(() => { + if (statusFilter === 'all') return jobsWithUpdates; + return jobsWithUpdates.filter(j => j.status === statusFilter); + }, [jobsWithUpdates, statusFilter]); + + // Find previous job for comparison + const findPreviousJob = (job: JobStatus): JobStatus | undefined => { + const sameBusinessJobs = jobsWithUpdates + .filter(j => { + const jobBusiness = extractBusinessName(j); + const currentBusiness = extractBusinessName(job); + return jobBusiness === currentBusiness && j.job_id !== job.job_id; + }) + .sort((a, b) => new Date(b.created_at).getTime() - new Date(a.created_at).getTime()); + + const jobDate = new Date(job.created_at); + return sameBusinessJobs.find(j => + new Date(j.created_at) < jobDate && + j.status === 'completed' && + j.reviews_count + ); + }; + + // Table columns + const columns = useMemo[]>( + () => [ + { + accessorKey: 'business', + header: ({ column }) => ( + + ), + accessorFn: (row) => extractBusinessName(row), + cell: ({ row }) => { + const name = extractBusinessName(row.original); + const address = row.original.business_address; + return ( +
+
+ {name} +
+ {address && ( +
+ {address} +
+ )} +
+ ); + }, + }, + { + id: 'url', + header: 'URL', + cell: ({ row }) => { + const url = row.original.url; + return ( + e.stopPropagation()} + className="inline-flex items-center gap-1.5 px-2.5 py-1.5 bg-gray-100 hover:bg-gray-200 text-gray-700 text-xs font-medium rounded-lg transition-colors" + title={url} + > + + + + Open + + ); + }, + }, + { + accessorKey: 'status', + header: ({ column }) => ( + + ), + cell: ({ row }) => { + const status = row.original.status; + const isStuck = status === 'running' && + new Date().getTime() - new Date(row.original.created_at).getTime() > 10 * 60 * 1000; + + return ( +
+ + {status === 'running' && !isStuck && ( +
+ )} + {isStuck && ( + + + + )} + {isStuck ? 'Stuck' : status.charAt(0).toUpperCase() + status.slice(1)} + +
+ ); + }, + }, + { + accessorKey: 'reviews_count', + header: ({ column }) => ( + + ), + cell: ({ row }) => { + const count = row.original.reviews_count; + const total = row.original.total_reviews; + + if (count === null) return -; + + const coverage = total ? Math.round((count / total) * 100) : null; + + return ( +
+
+ {count.toLocaleString()} + {total && total !== count && ( + / {total.toLocaleString()} + )} +
+ {coverage !== null && coverage < 100 && ( +
+
+
+
+
+ )} +
+ ); + }, + }, + { + accessorKey: 'scrape_time', + header: ({ column }) => ( + + ), + cell: ({ row }) => { + const time = row.original.scrape_time; + if (time === null) return -; + + return ( + + {formatDuration(time)} + + ); + }, + }, + { + id: 'speed', + header: ({ column }) => ( + + ), + accessorFn: (row) => calculateSpeed(row.reviews_count, row.scrape_time), + cell: ({ row }) => { + const speed = calculateSpeed(row.original.reviews_count, row.original.scrape_time); + if (speed === null) return -; + + const isGood = speed >= 1; + const isSlow = speed < 0.5; + + return ( + + {speed.toFixed(1)}/s + + ); + }, + }, + { + accessorKey: 'created_at', + header: ({ column }) => ( + + ), + cell: ({ row }) => { + const date = new Date(row.original.created_at); + const isToday = new Date().toDateString() === date.toDateString(); + + return ( +
+
+ {isToday ? 'Today' : date.toLocaleDateString('en-US', { month: 'short', day: 'numeric' })} +
+
+ {date.toLocaleTimeString('en-US', { hour: '2-digit', minute: '2-digit' })} +
+
+ ); + }, + sortingFn: (rowA, rowB) => { + return new Date(rowA.original.created_at).getTime() - new Date(rowB.original.created_at).getTime(); + }, + }, + { + id: 'actions', + header: 'Actions', + cell: ({ row }) => { + const job = row.original; + const canView = job.status === 'completed' && job.reviews_count; + const previousJob = findPreviousJob(job); + + return ( +
+ {/* View Reviews */} + {canView && ( + + )} + + {/* Live Monitor - for actively running jobs (not stuck) */} + {(() => { + const isStuck = job.status === 'running' && + new Date().getTime() - new Date(job.created_at).getTime() > 10 * 60 * 1000; + return job.status === 'running' && !isStuck && ( + + ); + })()} + + {/* View Logs */} + {(() => { + const isStuck = job.status === 'running' && + new Date().getTime() - new Date(job.created_at).getTime() > 10 * 60 * 1000; + const isError = job.status === 'failed' || isStuck; + return ( + + ); + })()} + + {/* Expand Error */} + {job.status === 'failed' && job.error_message && ( + + )} + + {/* Delete Job - allow for non-running or stuck jobs */} + {(() => { + const isStuck = job.status === 'running' && + new Date().getTime() - new Date(job.created_at).getTime() > 10 * 60 * 1000; + const canDelete = job.status !== 'running' || isStuck; + + return canDelete && ( + + ); + })()} +
+ ); + }, + }, + ], + [isLoadingJob, loadingLogs, expandedErrors, jobsWithUpdates, startMonitoring, isDeleting] + ); + + const table = useReactTable({ + data: filteredJobs, + columns, + state: { + sorting, + globalFilter, + }, + onSortingChange: setSorting, + onGlobalFilterChange: setGlobalFilter, + getCoreRowModel: getCoreRowModel(), + getSortedRowModel: getSortedRowModel(), + getFilteredRowModel: getFilteredRowModel(), + getPaginationRowModel: getPaginationRowModel(), + globalFilterFn: (row, columnId, filterValue) => { + const business = extractBusinessName(row.original).toLowerCase(); + const search = filterValue.toLowerCase(); + return business.includes(search); + }, + initialState: { + pagination: { pageSize: 20 }, + }, + }); + + if (jobs.length === 0) { + return ( +
+ + + +

No Jobs Yet

+

Start a new scrape to see your jobs here

+
+ ); + } + + return ( +
+ {/* Header */} +
+

Jobs

+

+ Monitor and analyze your scraping jobs +

+
+ + {/* Summary Stats */} +
+ } + color="blue" + /> + } + color={stats.successRate >= 90 ? 'green' : stats.successRate >= 70 ? 'yellow' : 'red'} + /> + } + color="purple" + /> + } + color="indigo" + /> + } + color={stats.avgSpeed >= 1 ? 'green' : 'orange'} + /> + } + color="teal" + /> +
+ + {/* Filters */} +
+ {/* Search */} +
+ + + + setGlobalFilter(e.target.value)} + className="w-full pl-9 pr-4 py-2 border-2 border-gray-200 rounded-lg focus:border-blue-500 focus:outline-none text-sm" + /> +
+ + {/* Status Filter */} +
+ Status: +
+ {['all', 'completed', 'running', 'failed'].map((status) => ( + + ))} +
+
+ + {/* Bulk Delete */} +
+
+ +
+ + +
+ +
+
+
+
+ + {/* Table */} +
+
+ + + {table.getHeaderGroups().map(headerGroup => ( + + {headerGroup.headers.map(header => ( + + ))} + + ))} + + + {table.getRowModel().rows.map(row => ( + + + {row.getVisibleCells().map(cell => ( + + ))} + + {/* Expanded Error Row */} + {expandedErrors.has(row.original.job_id) && row.original.error_message && ( + + + + )} + + ))} + +
+ {header.isPlaceholder ? null : flexRender(header.column.columnDef.header, header.getContext())} +
+ {flexRender(cell.column.columnDef.cell, cell.getContext())} +
+
+ + + + 
+                            {row.original.error_message}
+
+
+
+
+ + {/* Pagination */} +
+
+ Showing {table.getState().pagination.pageIndex * table.getState().pagination.pageSize + 1} to{' '} + {Math.min((table.getState().pagination.pageIndex + 1) * table.getState().pagination.pageSize, filteredJobs.length)} of{' '} + {filteredJobs.length} jobs +
+
+ + +
+
+
+ + {/* Logs Modal */} + {selectedJobLogs && ( +
setSelectedJobLogs(null)} + > +
e.stopPropagation()} + > + {/* Modal Header */} +
+
+

Job Logs

+

+ {selectedJobLogs.log_count} log entries · Status: {' '} + + {selectedJobLogs.status} + +

+
+ +
+ + {/* Error Message */} + {selectedJobLogs.error_message && ( +
+
+ + + +
+

Error

+

{selectedJobLogs.error_message}

+
+
+
+ )} + + {/* Logs List */} +
+ {selectedJobLogs.logs.length === 0 ? ( +
+ + + +

No logs available

+

This job was created before logging was enabled

+
+ ) : ( +
+ {[...selectedJobLogs.logs] + .sort((a, b) => new Date(a.timestamp).getTime() - new Date(b.timestamp).getTime()) + .map((log, idx) => ( +
+
+ + {new Date(log.timestamp).toLocaleTimeString()} + + + {log.level} + + + {log.source} + + + {log.message} + +
+
+ ))} +
+ )} +
+ + {/* Modal Footer */} +
+ +
+
+
+ )} + + {/* Live Monitor Modal */} + {monitoredJob && ( +
stopMonitoring()} + > +
e.stopPropagation()} + > + {/* Modal Header */} +
+
+
+ {isMonitoring && ( + <> + + + + )} + {!isMonitoring && ( + + )} +
+
+

+ {isMonitoring ? 'Live Monitor' : 'Job Finished'} +

+

+ {extractBusinessName(monitoredJob)} +

+
+
+ +
+ + {/* Progress Section */} +
+
+
+ + {monitoredJob.status === 'running' && ( +
+ )} + {monitoredJob.status === 'completed' && ( + + + + )} + {monitoredJob.status === 'failed' && ( + + + + )} + {monitoredJob.status.charAt(0).toUpperCase() + monitoredJob.status.slice(1)} + +
+
+
+ {monitoredJob.reviews_count?.toLocaleString() || 0} + {monitoredJob.total_reviews && ( + / {monitoredJob.total_reviews.toLocaleString()} + )} +
+
reviews scraped
+
+
+ + {/* Progress Bar */} + {monitoredJob.total_reviews && monitoredJob.total_reviews > 0 && ( +
+
+
+
+
+ {Math.round(((monitoredJob.reviews_count || 0) / monitoredJob.total_reviews) * 100)}% complete + {monitoredJob.status === 'running' && monitoredJob.reviews_count && monitoredJob.scrape_time && ( + + {(monitoredJob.reviews_count / monitoredJob.scrape_time).toFixed(1)} reviews/sec + + )} +
+
+ )} + + {/* Stats Row */} +
+
+
Duration
+
+ {monitoredJob.scrape_time ? formatDuration(monitoredJob.scrape_time) : '-'} +
+
+
+
Speed
+
+ {monitoredJob.reviews_count && monitoredJob.scrape_time + ? `${(monitoredJob.reviews_count / monitoredJob.scrape_time).toFixed(1)}/s` + : '-' + } +
+
+
+
Started
+
+ {monitoredJob.started_at + ? new Date(monitoredJob.started_at).toLocaleTimeString('en-US', { hour: '2-digit', minute: '2-digit' }) + : '-' + } +
+
+
+
+ + {/* Error Message */} + {monitoredJob.status === 'failed' && monitoredJob.error_message && ( +
+
+ + + +
+

Error

+

{monitoredJob.error_message}

+
+
+
+ )} + + {/* Live Logs Section */} +
+
+
+ + + + Live Logs + ({monitoredJobLogs.length} entries) +
+ {isMonitoring && ( + + + Auto-refreshing + + )} +
+
+ {monitoredJobLogs.length === 0 ? ( +
+ + + +

Waiting for logs...

+
+ ) : ( +
+ {[...monitoredJobLogs] + .sort((a, b) => new Date(a.timestamp).getTime() - new Date(b.timestamp).getTime()) + .map((log, idx) => ( +
+ + {new Date(log.timestamp).toLocaleTimeString()} + + {' '} + + [{log.level}] + + {' '} + + [{log.source}] + + {' '} + {log.message} +
+ ))} +
+ )} +
+
+ + {/* Modal Footer */} +
+ {monitoredJob.status === 'completed' && monitoredJob.reviews_count && ( + + )} + +
+
+
+ )} + + {/* Delete Confirmation Modal */} + {deleteConfirm && ( +
setDeleteConfirm(null)} + > +
e.stopPropagation()} + > +
+
+
+ + + +
+
+

Delete Job

+

This action cannot be undone

+
+
+

+ Are you sure you want to delete this job? +

+
+

{extractBusinessName(deleteConfirm)}

+

+ {deleteConfirm.reviews_count ? `${deleteConfirm.reviews_count} reviews` : 'No reviews'} ·{' '} + {new Date(deleteConfirm.created_at).toLocaleDateString()} +

+
+
+
+ + +
+
+
+ )} + + {/* Bulk Delete Confirmation Modal */} + {bulkDeleteConfirm && ( +
setBulkDeleteConfirm(null)} + > +
e.stopPropagation()} + > +
+
+
+ + + +
+
+

+ {bulkDeleteConfirm === 'all' ? 'Delete All Jobs' : + bulkDeleteConfirm === 'completed' ? 'Delete Completed Jobs' : + 'Delete Failed Jobs'} +

+

This action cannot be undone

+
+
+

+ {bulkDeleteConfirm === 'all' ? ( + <>You are about to delete {stats.total} jobs and all associated data. + ) : bulkDeleteConfirm === 'completed' ? ( + <>You are about to delete {stats.completed} completed jobs and their reviews data. + ) : ( + <>You are about to delete {stats.failed} failed jobs and their error logs. + )} +

+
+

+ Warning: All reviews data, logs, and job history will be permanently deleted. +

+
+
+
+ + +
+
+
+ )} +
+ ); +} + +// Helper Components +function SortIcon({ sorted }: { sorted: false | 'asc' | 'desc' }) { + if (sorted === 'asc') { + return ( + + + + ); + } + if (sorted === 'desc') { + return ( + + + + ); + } + return ( + + + + ); +} + +function StatCard({ label, value, icon, color }: { label: string; value: string | number; icon: React.ReactNode; color: string }) { + const colors: Record = { + blue: 'from-blue-100 to-blue-200 border-blue-300 text-blue-900', + green: 'from-green-100 to-green-200 border-green-300 text-green-900', + red: 'from-red-100 to-red-200 border-red-300 text-red-900', + yellow: 'from-yellow-100 to-yellow-200 border-yellow-300 text-yellow-900', + orange: 'from-orange-100 to-orange-200 border-orange-300 text-orange-900', + purple: 'from-purple-100 to-purple-200 border-purple-300 text-purple-900', + indigo: 'from-indigo-100 to-indigo-200 border-indigo-300 text-indigo-900', + teal: 'from-teal-100 to-teal-200 border-teal-300 text-teal-900', + }; + + return ( +
+
+ {icon} + {label} +
+
{value}
+
+ ); +} + +// Icons +function ClipboardIcon() { + return ( + + + + ); +} + +function CheckIcon() { + return ( + + + + ); +} + +function StarIcon() { + return ( + + + + ); +} + +function ClockIcon() { + return ( + + + + ); +} + +function SpeedIcon() { + return ( + + + + ); +} + +function CalendarIcon() { + return ( + + + + ); +} diff --git a/web/components/ReviewAnalytics.tsx b/web/components/ReviewAnalytics.tsx index a3bd7ac..aef4bb0 100644 --- a/web/components/ReviewAnalytics.tsx +++ b/web/components/ReviewAnalytics.tsx @@ -12,26 +12,46 @@ import { SortingState, ColumnFiltersState, } from '@tanstack/react-table'; -import { BarChart, Bar, XAxis, YAxis, CartesianGrid, Tooltip, ResponsiveContainer, PieChart, Pie, Cell, LineChart, Line } from 'recharts'; -import { Star, TrendingUp, Image, FileText, MessageSquare, Calendar, ArrowUpDown, ArrowUp, ArrowDown, Search, Download, Filter, AlertTriangle, ThumbsUp, ThumbsDown } from 'lucide-react'; -import { Review, calculateReviewStats, getSentimentLabel, getSentimentColor, DateRange, filterReviewsByDateRange, calculateTimelineData } from '@/lib/analytics'; +import { BarChart, Bar, XAxis, YAxis, CartesianGrid, Tooltip, ResponsiveContainer, PieChart, Pie, Cell, LineChart, Line, Brush, ReferenceArea, ComposedChart, Area, Legend } from 'recharts'; +import { Star, TrendingUp, Image, FileText, MessageSquare, Calendar, ArrowUpDown, ArrowUp, ArrowDown, Search, Download, Filter, AlertTriangle, ThumbsUp, ThumbsDown, X, ExternalLink, MessageCircleReply, CheckCircle2, XCircle } from 'lucide-react'; +import { Review, OwnerResponse, calculateReviewStats, getSentimentLabel, getSentimentColor, DateRange, filterReviewsByDateRange, calculateTimelineData } from '@/lib/analytics'; -interface ReviewAnalyticsProps { - reviews: Review[]; - businessName?: string; +interface ReviewWithNew extends Review { + is_new?: boolean; + owner_response?: OwnerResponse | null; + photo_urls?: string[] | null; } -export default function ReviewAnalytics({ reviews, businessName }: ReviewAnalyticsProps) { +interface ReviewAnalyticsProps { + reviews: ReviewWithNew[]; + businessName?: string; + businessUrl?: string; + newCount?: number; +} + +export default function ReviewAnalytics({ reviews, businessName, businessUrl, newCount }: ReviewAnalyticsProps) { const [sorting, setSorting] = useState([{ id: 'date', desc: true }]); // Default: newest first const [columnFilters, setColumnFiltersState] = useState([]); const [globalFilter, setGlobalFilter] = useState(''); const [selectedRatings, setSelectedRatings] = useState([1, 2, 3, 4, 5]); const [selectedSentiments, setSelectedSentiments] = useState<('positive' | 'neutral' | 'negative')[]>(['positive', 'neutral', 'negative']); + const [selectedResponseStatus, setSelectedResponseStatus] = useState<('answered' | 'not_answered')[]>(['answered', 'not_answered']); const [dateRange, setDateRange] = useState('all'); + const [selectedReview, setSelectedReview] = useState(null); + const [showOnlyNew, setShowOnlyNew] = useState(false); + const [brushRange, setBrushRange] = useState<{ startIndex: number; endIndex: number } | null>(null); - // Filter reviews by date range + // Check if we have comparison data + const hasComparisonData = reviews.some(r => r.is_new !== undefined); + + // Filter reviews by date range (preserving is_new flag) const dateFilteredReviews = useMemo(() => { - return filterReviewsByDateRange(reviews, dateRange); + const filtered = filterReviewsByDateRange(reviews as Review[], dateRange); + // Re-attach is_new flag from original reviews + return filtered.map(r => { + const original = reviews.find(orig => orig.review_id === r.review_id); + return { ...r, is_new: original?.is_new } as ReviewWithNew; + }); }, [reviews, dateRange]); // Calculate statistics on date-filtered reviews @@ -40,7 +60,95 @@ export default function ReviewAnalytics({ reviews, businessName }: ReviewAnalyti // Calculate timeline data for chart const timelineData = useMemo(() => calculateTimelineData(dateFilteredReviews), [dateFilteredReviews]); - // Filter reviews by selected ratings and sentiments (for table) + // Check if brush covers the full range (no filtering needed) + const isFullRange = useMemo(() => { + if (!brushRange || timelineData.length === 0) return true; + return brushRange.startIndex === 0 && brushRange.endIndex === timelineData.length - 1; + }, [brushRange, timelineData]); + + // Get the date range from brush selection (null if full range = no filter) + const brushDateRange = useMemo(() => { + if (!brushRange || timelineData.length === 0 || isFullRange) return null; + const startDate = timelineData[brushRange.startIndex]?.date; + const endDate = timelineData[brushRange.endIndex]?.date; + if (!startDate || !endDate) return null; + return { startDate, endDate }; + }, [brushRange, timelineData, isFullRange]); + + // Helper to set brush range based on time period + const setTimeRangeFilter = (range: '3m' | '6m' | '1y' | 'all') => { + if (timelineData.length === 0) return; + + if (range === 'all') { + // Set to full range (visually shows full selection) + setBrushRange({ startIndex: 0, endIndex: timelineData.length - 1 }); + return; + } + + const now = new Date(); + let cutoffDate: Date; + + switch (range) { + case '3m': + cutoffDate = new Date(now.getFullYear(), now.getMonth() - 3, 1); + break; + case '6m': + cutoffDate = new Date(now.getFullYear(), now.getMonth() - 6, 1); + break; + case '1y': + cutoffDate = new Date(now.getFullYear() - 1, now.getMonth(), 1); + break; + } + + const monthsMap: Record = { Jan: 0, Feb: 1, Mar: 2, Apr: 3, May: 4, Jun: 5, Jul: 6, Aug: 7, Sep: 8, Oct: 9, Nov: 10, Dec: 11 }; + const parseMonthYear = (d: string) => { + const [month, year] = d.split(' '); + return new Date(parseInt(year), monthsMap[month] || 0, 1); + }; + + // Find the first index where date >= cutoffDate + let startIndex = timelineData.findIndex(d => parseMonthYear(d.date) >= cutoffDate); + if (startIndex === -1) startIndex = 0; + + // End index is the last item + const endIndex = timelineData.length - 1; + + setBrushRange({ startIndex, endIndex }); + }; + + // Determine which time range button is active based on brush selection + const activeTimeRange = useMemo((): '3m' | '6m' | '1y' | 'all' => { + if (!brushRange || timelineData.length === 0) return 'all'; + + const now = new Date(); + const monthsMap: Record = { Jan: 0, Feb: 1, Mar: 2, Apr: 3, May: 4, Jun: 5, Jul: 6, Aug: 7, Sep: 8, Oct: 9, Nov: 10, Dec: 11 }; + const parseMonthYear = (d: string) => { + const [month, year] = d.split(' '); + return new Date(parseInt(year), monthsMap[month] || 0, 1); + }; + + const startDate = parseMonthYear(timelineData[brushRange.startIndex]?.date || ''); + const endIndex = brushRange.endIndex; + const isAtEnd = endIndex === timelineData.length - 1; + + if (!isAtEnd) return 'all'; // Custom range + + // Check which preset matches + const threeMonthsAgo = new Date(now.getFullYear(), now.getMonth() - 3, 1); + const sixMonthsAgo = new Date(now.getFullYear(), now.getMonth() - 6, 1); + const oneYearAgo = new Date(now.getFullYear() - 1, now.getMonth(), 1); + + // Allow 1 month tolerance for matching + const isClose = (a: Date, b: Date) => Math.abs(a.getTime() - b.getTime()) < 32 * 24 * 60 * 60 * 1000; + + if (isClose(startDate, threeMonthsAgo)) return '3m'; + if (isClose(startDate, sixMonthsAgo)) return '6m'; + if (isClose(startDate, oneYearAgo)) return '1y'; + + return 'all'; + }, [brushRange, timelineData]); + + // Filter reviews by selected ratings, sentiments, response status, new status, and brush range (for table) const filteredReviews = useMemo(() => { return dateFilteredReviews.filter(r => { const matchesRating = selectedRatings.includes(r.rating); @@ -49,11 +157,34 @@ export default function ReviewAnalytics({ reviews, businessName }: ReviewAnalyti const matchesSearch = !globalFilter || r.author.toLowerCase().includes(globalFilter.toLowerCase()) || r.text?.toLowerCase().includes(globalFilter.toLowerCase()) || - r.date_text.toLowerCase().includes(globalFilter.toLowerCase()); + r.date_text.toLowerCase().includes(globalFilter.toLowerCase()) || + r.owner_response?.text?.toLowerCase().includes(globalFilter.toLowerCase()); + const matchesNew = !showOnlyNew || r.is_new === true; - return matchesRating && matchesSentiment && matchesSearch; + // Filter by response status + const hasResponse = !!r.owner_response?.text; + const matchesResponseStatus = + (hasResponse && selectedResponseStatus.includes('answered')) || + (!hasResponse && selectedResponseStatus.includes('not_answered')); + + // Filter by brush date range if active + let matchesBrush = true; + if (brushDateRange && r.centerDate) { + const monthsMap: Record = { Jan: 0, Feb: 1, Mar: 2, Apr: 3, May: 4, Jun: 5, Jul: 6, Aug: 7, Sep: 8, Oct: 9, Nov: 10, Dec: 11 }; + const parseMonthYear = (d: string) => { + // Parse "Mon YYYY" format (e.g., "Jan 2024") + const [month, year] = d.split(' '); + return new Date(parseInt(year), monthsMap[month] || 0, 1); + }; + const startDate = parseMonthYear(brushDateRange.startDate); + const endDate = parseMonthYear(brushDateRange.endDate); + endDate.setMonth(endDate.getMonth() + 1); // Include the entire end month + matchesBrush = r.centerDate >= startDate && r.centerDate < endDate; + } + + return matchesRating && matchesSentiment && matchesSearch && matchesNew && matchesResponseStatus && matchesBrush; }); - }, [dateFilteredReviews, selectedRatings, selectedSentiments, globalFilter]); + }, [dateFilteredReviews, selectedRatings, selectedSentiments, selectedResponseStatus, globalFilter, showOnlyNew, brushDateRange]); const toggleRating = (rating: number) => { setSelectedRatings(prev => @@ -67,17 +198,29 @@ export default function ReviewAnalytics({ reviews, businessName }: ReviewAnalyti ); }; + const toggleResponseStatus = (status: 'answered' | 'not_answered') => { + setSelectedResponseStatus(prev => + prev.includes(status) ? prev.filter(s => s !== status) : [...prev, status] + ); + }; + const clearAllFilters = () => { setDateRange('all'); setSelectedRatings([1, 2, 3, 4, 5]); setSelectedSentiments(['positive', 'neutral', 'negative']); + setSelectedResponseStatus(['answered', 'not_answered']); setGlobalFilter(''); + setShowOnlyNew(false); + setBrushRange(null); }; const hasActiveFilters = dateRange !== 'all' || + brushDateRange !== null || selectedRatings.length < 5 || selectedSentiments.length < 3 || - globalFilter !== ''; + selectedResponseStatus.length < 2 || + globalFilter !== '' || + showOnlyNew; const exportFilteredData = () => { const dataStr = JSON.stringify(filteredReviews, null, 2); @@ -97,7 +240,7 @@ export default function ReviewAnalytics({ reviews, businessName }: ReviewAnalyti }; // Table columns - const columns = useMemo[]>( + const columns = useMemo[]>( () => [ { accessorKey: 'author', @@ -114,6 +257,11 @@ export default function ReviewAnalytics({ reviews, businessName }: ReviewAnalyti }, cell: ({ row }) => (
+ {row.original.is_new && ( + + NEW + + )} {row.original.avatar_url && ( {row.original.author} )} @@ -201,24 +349,102 @@ export default function ReviewAnalytics({ reviews, businessName }: ReviewAnalyti header: 'Review', cell: ({ row }) => { const [expanded, setExpanded] = useState(false); + const [showResponse, setShowResponse] = useState(false); + const [showPhotos, setShowPhotos] = useState(false); const text = row.original.text || 'No review text'; const sentiment = getSentimentLabel(row.original.rating); + const ownerResponse = row.original.owner_response; + const hasResponse = !!ownerResponse?.text; + const photoUrls = row.original.photo_urls; + const hasPhotos = photoUrls && photoUrls.length > 0; return (
-
- {sentiment.toUpperCase()} +
+
+ {sentiment.toUpperCase()} +
+ {hasResponse && ( +
+ + Answered +
+ )} + {hasPhotos && ( +
+ + {photoUrls.length} photo{photoUrls.length > 1 ? 's' : ''} +
+ )}

{text}

- {text.length > 100 && ( - +
+ {text.length > 100 && ( + + )} + {hasResponse && ( + + )} + {hasPhotos && ( + + )} +
+ {showResponse && hasResponse && ( +
+
+ + Owner Response + {ownerResponse.timestamp && ( + • {ownerResponse.timestamp} + )} +
+

{ownerResponse.text}

+
+ )} + {showPhotos && hasPhotos && ( +
+
+ + Review Photos +
+
+ {photoUrls.map((url, idx) => ( + e.stopPropagation()} + > + {`Review + + ))} +
+
)}
); @@ -251,9 +477,27 @@ export default function ReviewAnalytics({ reviews, businessName }: ReviewAnalyti

- {businessName ? `${businessName} - Analytics` : 'Review Analytics'} + {businessName || 'Review Analytics'}

-

Comprehensive insights from {reviews.length} total reviews

+ {businessUrl && ( + + {businessUrl} + + )} +
+

{reviews.length} reviews

+ {hasComparisonData && newCount !== undefined && newCount > 0 && ( + + +{newCount} new since last scrape + + )} +
@@ -299,6 +543,52 @@ export default function ReviewAnalytics({ reviews, businessName }: ReviewAnalyti ))}
+ {/* Response Status Filter */} +
+ + Response: + + +
+ + {/* New Reviews Filter (if comparison data available) */} + {hasComparisonData && newCount !== undefined && newCount > 0 && ( +
+ NEW + New Reviews: + +
+ )} + {/* Filter Summary */}
@@ -408,7 +698,7 @@ export default function ReviewAnalytics({ reviews, businessName }: ReviewAnalyti
{stats.photoCount}
- {((stats.photoCount / stats.totalReviews) * 100).toFixed(0)}% have avatars + {((stats.photoCount / stats.totalReviews) * 100).toFixed(0)}% have photos
@@ -423,25 +713,177 @@ export default function ReviewAnalytics({ reviews, businessName }: ReviewAnalyti
{stats.totalReviews}
all time
+ + {/* Response Rate */} +
= 50 + ? 'from-emerald-100 to-emerald-200 border-emerald-400' + : stats.responseRate >= 25 + ? 'from-amber-100 to-amber-200 border-amber-400' + : 'from-slate-100 to-slate-200 border-slate-400' + }`} + onClick={() => { + setSelectedResponseStatus(['answered']); + setSelectedRatings([1, 2, 3, 4, 5]); + setSelectedSentiments(['positive', 'neutral', 'negative']); + }} + > +
+
+ = 50 ? 'text-emerald-700' : stats.responseRate >= 25 ? 'text-amber-700' : 'text-slate-700' + }`} /> + = 50 ? 'text-emerald-900' : stats.responseRate >= 25 ? 'text-amber-900' : 'text-slate-900' + }`}>Response Rate +
+
+
= 50 ? 'text-emerald-900' : stats.responseRate >= 25 ? 'text-amber-900' : 'text-slate-900' + }`}>{stats.responseRate.toFixed(0)}%
+
= 50 ? 'text-emerald-800' : stats.responseRate >= 25 ? 'text-amber-800' : 'text-slate-800' + }`}> + {stats.responseBreakdown.answered} of {stats.totalReviews} answered +
+
- {/* Rating Timeline with Rolling Average */} + {/* Key Insights - Trend Metrics */} +
+ {/* Rating Trend */} +
0 + ? 'bg-gradient-to-br from-green-50 to-green-100 border-green-400' + : stats.ratingTrend.change < 0 + ? 'bg-gradient-to-br from-red-50 to-red-100 border-red-400' + : 'bg-gradient-to-br from-gray-50 to-gray-100 border-gray-400' + }`}> +
+ 0 ? 'text-green-600' : stats.ratingTrend.change < 0 ? 'text-red-600' : 'text-gray-600' + }`} /> +

Rating Trend

+
+ {stats.ratingTrend.olderAvg > 0 && stats.ratingTrend.recentAvg > 0 ? ( + <> +

0 ? 'text-green-700' : stats.ratingTrend.change < 0 ? 'text-red-700' : 'text-gray-700' + }`}> + {stats.ratingTrend.change > 0 ? '📈' : stats.ratingTrend.change < 0 ? '📉' : '➡️'}{' '} + {stats.ratingTrend.change > 0 ? 'Improved' : stats.ratingTrend.change < 0 ? 'Dropped' : 'Stable'} from {stats.ratingTrend.olderAvg}★ to {stats.ratingTrend.recentAvg}★ +

+

+ {stats.ratingTrend.change > 0 + ? `Great! Your rating improved by +${stats.ratingTrend.change} stars` + : stats.ratingTrend.change < 0 + ? `Your average dropped by ${Math.abs(stats.ratingTrend.change)} stars` + : 'Your rating has remained stable'} +

+ + ) : ( +

Not enough historical data to show trend

+ )} +

{stats.ratingTrend.periodLabel}

+
+ + {/* Review Velocity */} +
0 + ? 'bg-gradient-to-br from-blue-50 to-blue-100 border-blue-400' + : stats.reviewVelocity.changePercent < 0 + ? 'bg-gradient-to-br from-orange-50 to-orange-100 border-orange-400' + : 'bg-gradient-to-br from-gray-50 to-gray-100 border-gray-400' + }`}> +
+ 0 ? 'text-blue-600' : stats.reviewVelocity.changePercent < 0 ? 'text-orange-600' : 'text-gray-600' + }`} /> +

Review Velocity

+
+ {stats.reviewVelocity.olderCount > 0 || stats.reviewVelocity.recentCount > 0 ? ( + <> +

0 ? 'text-blue-700' : stats.reviewVelocity.changePercent < 0 ? 'text-orange-700' : 'text-gray-700' + }`}> + {stats.reviewVelocity.changePercent > 0 ? '🚀' : stats.reviewVelocity.changePercent < 0 ? '⚠️' : '➡️'}{' '} + {Math.abs(stats.reviewVelocity.changePercent)}% {stats.reviewVelocity.changePercent >= 0 ? 'more' : 'fewer'} reviews +

+

+ {stats.reviewVelocity.recentCount} reviews recently vs {stats.reviewVelocity.olderCount} previously +

+ + ) : ( +

Not enough data to calculate velocity

+ )} +

{stats.reviewVelocity.periodLabel}

+
+
+ + {/* Rating & Volume Timeline */} {timelineData.length > 0 && ( -
-

Rating Trend Over Time

- - +
+
+
+

Rating & Volume Over Time

+

+ {brushDateRange + ? `Filtering: ${brushDateRange.startDate} to ${brushDateRange.endDate}` + : 'Drag the handles below to filter reviews by date range'} +

+
+
+ {brushDateRange && ( + + )} +
+ {(['3m', '6m', '1y', 'all'] as const).map((range) => ( + + ))} +
+
+
+ + + { + if (active && payload && payload.length) { + return ( +
+

{label}

+

+ + Avg Rating: {Number(payload.find(p => p.dataKey === 'rollingAvg')?.value || 0).toFixed(2)}★ +

+

+ + Reviews: {payload.find(p => p.dataKey === 'count')?.value || 0} +

+
+ ); + } + return null; + }} + /> + + - - + value} + startIndex={brushRange?.startIndex ?? 0} + endIndex={brushRange?.endIndex ?? (timelineData.length - 1)} + onChange={(range: any) => { + if (range && typeof range.startIndex === 'number' && typeof range.endIndex === 'number') { + setBrushRange({ startIndex: range.startIndex, endIndex: range.endIndex }); + } + }} + > + + + + +
)} {/* Charts Grid */} -
+
{/* Rating Distribution - Interactive */} -
-

- Rating Distribution - (click to filter) -

+
+
+

+ Rating Distribution +

+ {selectedRatings.length === 1 && ( +
+ + Filtering: {selectedRatings[0]}★ + + +
+ )} +
{ - if (data && data.activePayload && data.activePayload[0]) { - const rating = data.activePayload[0].payload.rating; - setSelectedRatings([rating]); - setSelectedSentiments(['positive', 'neutral', 'negative']); - } - }} style={{ cursor: 'pointer' }} > @@ -512,27 +1014,89 @@ export default function ReviewAnalytics({ reviews, businessName }: ReviewAnalyti content={({ active, payload }) => { if (active && payload && payload.length) { return ( -
-

{payload[0].payload.rating}★

+
+

{payload[0].payload.rating}★ reviews

{payload[0].value} reviews ({payload[0].payload.percentage.toFixed(1)}%)

-

Click to filter

); } return null; }} /> - + { + if (data && data.rating) { + setSelectedRatings([data.rating]); + setSelectedSentiments(['positive', 'neutral', 'negative']); + } + }} + background={({ x, y, width, height, index }: any) => { + const rating = stats.ratingDistribution[index]?.rating; + const isSelected = selectedRatings.length === 1 && selectedRatings[0] === rating; + return ( + { + setSelectedRatings([rating]); + setSelectedSentiments(['positive', 'neutral', 'negative']); + }} + /> + ); + }} + > + {stats.ratingDistribution.map((entry) => ( + + ))} +
{/* Sentiment Breakdown - Interactive */} -
-

- Sentiment Breakdown - (click to filter) -

+
+
+

+ Sentiment Breakdown +

+ {selectedSentiments.length === 1 && ( +
+ + Filtering: {selectedSentiments[0].charAt(0).toUpperCase() + selectedSentiments[0].slice(1)} + + +
+ )} +
`${name} ${(percent * 100).toFixed(0)}%`} + label={({ name, percent }: any) => `${name || ''} ${((percent || 0) * 100).toFixed(0)}%`} outerRadius={80} fill="#8884d8" dataKey="value" @@ -556,9 +1120,21 @@ export default function ReviewAnalytics({ reviews, businessName }: ReviewAnalyti } }} > - - - + + + { if (active && payload && payload.length) { return ( -
-

{payload[0].name}

+
+

{payload[0].name}

{payload[0].value} reviews

-

Click to filter

+
+ ); + } + return null; + }} + /> + + +
+ + {/* Response Status - Interactive Donut Chart */} +
+
+

+ Response Status +

+ {selectedResponseStatus.length === 1 && ( +
+ + Filtering: {selectedResponseStatus[0] === 'answered' ? 'Answered' : 'Not Answered'} + + +
+ )} +
+ + + `${name || ''} ${((percent || 0) * 100).toFixed(0)}%`} + fill="#8884d8" + dataKey="value" + style={{ fontWeight: 700, fontSize: '12px', cursor: 'pointer' }} + onClick={(data) => { + if (data && data.status) { + setSelectedResponseStatus([data.status as 'answered' | 'not_answered']); + } + }} + > + + + + { + if (active && payload && payload.length) { + return ( +
+

{payload[0].name}

+

{payload[0].value} reviews ({((payload[0].value as number / stats.totalReviews) * 100).toFixed(1)}%)

); } @@ -619,7 +1280,10 @@ export default function ReviewAnalytics({ reviews, businessName }: ReviewAnalyti {/* Reviews Table */}
-

Review Details

+
+

Review Details

+

Click on a row to view full review data

+
+ + {/* Review Detail Modal */} + {selectedReview && ( +
setSelectedReview(null)} + > +
e.stopPropagation()} + > + {/* Modal Header */} +
+
+

Review Details

+ {selectedReview.is_new && ( + + NEW + + )} + {selectedReview.owner_response?.text ? ( + + + ANSWERED + + ) : ( + + + NOT ANSWERED + + )} + {selectedReview.photo_urls && selectedReview.photo_urls.length > 0 && ( + + + {selectedReview.photo_urls.length} PHOTO{selectedReview.photo_urls.length > 1 ? 'S' : ''} + + )} +
+ +
+ + {/* Modal Content */} +
+ {/* Author Info */} +
+ {selectedReview.avatar_url ? ( + {selectedReview.author} + ) : ( +
+ {selectedReview.author.charAt(0).toUpperCase()} +
+ )} +
+

{selectedReview.author}

+ {selectedReview.profile_url && ( + + View Profile + + )} +
+
+ + {/* Rating */} +
+
+
+ {[...Array(5)].map((_, i) => ( + + ))} +
+ {selectedReview.rating}/5 + + {getSentimentLabel(selectedReview.rating).toUpperCase()} + +
+
+ + {/* Date Info */} +
+
+ + Date +
+

{selectedReview.date_text}

+ {selectedReview.minDate && selectedReview.maxDate && selectedReview.centerDate && ( +
+

+ Estimated Range:{' '} + {selectedReview.maxDate.toLocaleDateString('en-US', { year: 'numeric', month: 'short', day: 'numeric' })} -{' '} + {selectedReview.minDate.toLocaleDateString('en-US', { year: 'numeric', month: 'short', day: 'numeric' })} +

+

+ Center Date: {selectedReview.centerDate.toLocaleDateString('en-US', { year: 'numeric', month: 'short', day: 'numeric' })} +

+
+ )} +
+ + {/* Review Text */} +
+
+ + Review +
+
+

+ {selectedReview.text || No review text provided} +

+
+
+ + {/* Owner Response */} + {selectedReview.owner_response?.text ? ( +
+
+ + Owner Response + + Answered + +
+ {selectedReview.owner_response.timestamp && ( +

+ Responded: {selectedReview.owner_response.timestamp} +

+ )} +
+

+ {selectedReview.owner_response.text} +

+
+
+ ) : ( +
+
+ + No Owner Response + + Not Answered + +
+

+ The business owner has not responded to this review. +

+
+ )} + + {/* Review Photos */} + {selectedReview.photo_urls && selectedReview.photo_urls.length > 0 && ( +
+
+ + Review Photos + + {selectedReview.photo_urls.length} photo{selectedReview.photo_urls.length > 1 ? 's' : ''} + +
+
+ {selectedReview.photo_urls.map((url, idx) => ( + +
+ {`Review +
+ +
+
+ + ))} +
+
+ )} + + {/* Additional Data (if any) */} + {selectedReview.review_id && ( +
+
Additional Information
+
+

+ Review ID: {selectedReview.review_id} +

+
+
+ )} + + {/* Raw JSON Data */} +
+ + View Raw Data (JSON) + + 
+                  {JSON.stringify(selectedReview, null, 2)}
+
+
+
+ + {/* Modal Footer */} +
+ +
+
+
+ )}
); } diff --git a/web/components/ScraperTest.tsx b/web/components/ScraperTest.tsx index c29f84d..8adeff7 100644 --- a/web/components/ScraperTest.tsx +++ b/web/components/ScraperTest.tsx @@ -13,7 +13,7 @@ interface Review { review_id: string; } -interface JobStatus { +export interface JobStatus { job_id: string; status: 'pending' | 'running' | 'completed' | 'failed'; url: string; @@ -25,9 +25,19 @@ interface JobStatus { total_reviews: number | null; scrape_time: number | null; error_message: string | null; + // Business metadata for tracking and comparison + business_name: string | null; + business_address: string | null; + rating_snapshot: number | null; + total_reviews_snapshot: number | null; } -export default function ScraperTest() { +interface ScraperTestProps { + onJobsChange?: (jobs: JobStatus[]) => void; + onSelectReviews?: (reviews: Review[], businessName: string, jobId: string) => void; +} + +export default function ScraperTest({ onJobsChange, onSelectReviews }: ScraperTestProps = {}) { const [searchQuery, setSearchQuery] = useState(''); const [searchedQuery, setSearchedQuery] = useState(''); const [jobs, setJobs] = useState>(new Map()); @@ -44,6 +54,8 @@ export default function ScraperTest() { const [businessName, setBusinessName] = useState(null); const [businessAddress, setBusinessAddress] = useState(null); const [businessRating, setBusinessRating] = useState(null); + const [businessImage, setBusinessImage] = useState(null); + const [businessCategory, setBusinessCategory] = useState(null); const debounceRef = useRef(null); const pollingIntervals = useRef>(new Map()); const abortControllerRef = useRef(null); @@ -80,9 +92,18 @@ export default function ScraperTest() { setBusinessName(null); setBusinessAddress(null); setBusinessRating(null); + setBusinessImage(null); + setBusinessCategory(null); } }, [searchQuery, searchedQuery]); + // Notify parent when jobs change + useEffect(() => { + if (onJobsChange) { + onJobsChange(Array.from(jobs.values())); + } + }, [jobs, onJobsChange]); + // Check for reviews function (called manually when user clicks Validate) const checkReviews = async (query: string) => { // Abort any previous validation request @@ -96,6 +117,8 @@ export default function ScraperTest() { setBusinessName(null); setBusinessAddress(null); setBusinessRating(null); + setBusinessImage(null); + setBusinessCategory(null); setError(''); // Create new abort controller with 30 second timeout @@ -123,6 +146,8 @@ export default function ScraperTest() { setBusinessName(data.name); setBusinessAddress(data.address); setBusinessRating(data.rating); + setBusinessImage(data.image_url); + setBusinessCategory(data.category); } else { console.error('Failed to get business info:', data.error); // Business not found @@ -226,7 +251,13 @@ export default function ScraperTest() { const response = await fetch('/api/scrape', { method: 'POST', headers: { 'Content-Type': 'application/json' }, - body: JSON.stringify({ url }), + body: JSON.stringify({ + url, + business_name: businessName, + business_address: businessAddress, + rating_snapshot: businessRating, + total_reviews_snapshot: availableReviewCount, + }), }); const data = await response.json(); @@ -245,10 +276,15 @@ export default function ScraperTest() { created_at: new Date().toISOString(), started_at: null, completed_at: null, + updated_at: new Date().toISOString(), reviews_count: null, total_reviews: null, scrape_time: null, error_message: null, + business_name: businessName, + business_address: businessAddress, + rating_snapshot: businessRating, + total_reviews_snapshot: availableReviewCount, }); return newMap; }); @@ -323,6 +359,7 @@ export default function ScraperTest() { { name: '🏪 Small (~79)', query: 'R. Fleitas Peluqueros Gran Canaria' }, { name: '🚗 Medium (~589)', query: 'ClickRent Gran Canaria' }, { name: '🏥 Large (~2000+)', query: 'Hospital Universitario Doctor Negrín Las Palmas' }, + { name: '🛒 Alcampo', query: 'Alcampo Hipermarket Las Palmas' }, ]; return ( @@ -376,13 +413,33 @@ export default function ScraperTest() { @@ -711,7 +803,13 @@ export default function ScraperTest() { setReviews(reviewsData.reviews); setActiveJobId(job.job_id); - setShowAnalytics(true); + + // Call parent callback if provided (for right panel display) + if (onSelectReviews) { + onSelectReviews(reviewsData.reviews, searchedQuery || 'Business', job.job_id); + } else { + setShowAnalytics(true); + } } catch (err) { console.error('Failed to fetch reviews:', err); setError(err instanceof Error ? err.message : 'Failed to load reviews for analysis'); diff --git a/web/components/Sidebar.tsx b/web/components/Sidebar.tsx new file mode 100644 index 0000000..a13a0df --- /dev/null +++ b/web/components/Sidebar.tsx @@ -0,0 +1,65 @@ +'use client'; + +interface SidebarProps { + activeView: 'newScrape' | 'jobs' | 'reports'; + onViewChange: (view: 'newScrape' | 'jobs' | 'reports') => void; + jobCount: number; +} + +export default function Sidebar({ activeView, onViewChange, jobCount }: SidebarProps) { + const navItems = [ + { + id: 'newScrape' as const, + icon: ( + + + + ), + label: 'New Scrape', + }, + { + id: 'jobs' as const, + icon: ( + + + + ), + label: 'Jobs', + badge: jobCount > 0 ? jobCount : undefined, + }, + { + id: 'reports' as const, + icon: ( + + + + ), + label: 'Reports', + }, + ]; + + return ( +
+ {navItems.map((item) => ( + + ))} +
+ ); +} diff --git a/web/lib/analytics.ts b/web/lib/analytics.ts index 6244e1d..52424e3 100644 --- a/web/lib/analytics.ts +++ b/web/lib/analytics.ts @@ -1,5 +1,10 @@ // Analytics utility functions +export interface OwnerResponse { + text: string; + timestamp?: string; +} + export interface Review { author: string; rating: number; @@ -8,6 +13,8 @@ export interface Review { avatar_url: string | null; profile_url: string | null; review_id: string; + owner_response?: OwnerResponse | null; + photo_urls?: string[] | null; // Derived fields (computed on load) parsedDate?: Date; dateCategory?: 'recent' | 'month' | 'year' | 'older'; // Time range category @@ -22,6 +29,7 @@ export interface TimelineDataPoint { date: string; rating: number; rollingAvg: number; + count: number; // Number of reviews in this period } export interface ReviewStats { @@ -37,6 +45,21 @@ export interface ReviewStats { negativeReviews: number; responseRate: number; averageResponseTime: string; + // Response breakdown + responseBreakdown: { answered: number; notAnswered: number }; + // New trend metrics + ratingTrend: { + recentAvg: number; + olderAvg: number; + change: number; // positive = improvement, negative = decline + periodLabel: string; + }; + reviewVelocity: { + recentCount: number; + olderCount: number; + changePercent: number; // positive = more reviews, negative = fewer + periodLabel: string; + }; } export function calculateReviewStats(reviews: Review[]): ReviewStats { @@ -55,19 +78,21 @@ export function calculateReviewStats(reviews: Review[]): ReviewStats { const totalReviews = reviews.length; // Average rating - const averageRating = reviews.reduce((sum, r) => sum + r.rating, 0) / totalReviews; + const averageRating = totalReviews > 0 + ? reviews.reduce((sum, r) => sum + r.rating, 0) / totalReviews + : 0; // Sentiment score (% of 4-5 star reviews) const positiveReviews = reviews.filter(r => r.rating >= 4).length; - const sentimentScore = (positiveReviews / totalReviews) * 100; + const sentimentScore = totalReviews > 0 ? (positiveReviews / totalReviews) * 100 : 0; - // Photo count (reviews with avatars as proxy) - const photoCount = reviews.filter(r => r.avatar_url).length; + // Photo count (reviews with actual photos attached) + const photoCount = reviews.filter(r => r.photo_urls && r.photo_urls.length > 0).length; // Average review length - const avgReviewLength = Math.round( - reviews.reduce((sum, r) => sum + (r.text?.split(' ').length || 0), 0) / totalReviews - ); + const avgReviewLength = totalReviews > 0 + ? Math.round(reviews.reduce((sum, r) => sum + (r.text?.split(' ').length || 0), 0) / totalReviews) + : 0; // Recent reviews (last 30 days - simplified check) const recentReviews = reviews.filter(r => { @@ -122,11 +147,50 @@ export function calculateReviewStats(reviews: Review[]): ReviewStats { // Negative reviews count const negativeReviews = reviews.filter(r => r.rating <= 2).length; - // Response rate (placeholder - would need owner_response field) - const responseRate = 0; // TODO: Calculate when owner responses are available + // Response breakdown - count answered vs not answered reviews + const answeredReviews = reviews.filter(r => r.owner_response?.text).length; + const responseBreakdown = { + answered: answeredReviews, + notAnswered: totalReviews - answeredReviews, + }; - // Average response time (placeholder) - const averageResponseTime = 'N/A'; // TODO: Calculate when response data is available + // Response rate calculated from actual data + const responseRate = totalReviews > 0 ? (answeredReviews / totalReviews) * 100 : 0; + + // Average response time (placeholder - would need response timestamps) + const averageResponseTime = 'N/A'; // TODO: Calculate when response timestamps are available + + // Rating Trend - compare recent 3 months vs previous 3 months + const now = new Date(); + const threeMonthsAgo = new Date(now.getTime() - 90 * 24 * 60 * 60 * 1000); + const sixMonthsAgo = new Date(now.getTime() - 180 * 24 * 60 * 60 * 1000); + + const recentReviewsForTrend = reviews.filter(r => r.centerDate && r.centerDate >= threeMonthsAgo); + const olderReviewsForTrend = reviews.filter(r => r.centerDate && r.centerDate < threeMonthsAgo && r.centerDate >= sixMonthsAgo); + + const recentAvg = recentReviewsForTrend.length > 0 + ? recentReviewsForTrend.reduce((sum, r) => sum + r.rating, 0) / recentReviewsForTrend.length + : 0; + const olderAvg = olderReviewsForTrend.length > 0 + ? olderReviewsForTrend.reduce((sum, r) => sum + r.rating, 0) / olderReviewsForTrend.length + : 0; + + const ratingTrend = { + recentAvg: Math.round(recentAvg * 10) / 10, + olderAvg: Math.round(olderAvg * 10) / 10, + change: Math.round((recentAvg - olderAvg) * 10) / 10, + periodLabel: 'last 3 months vs previous 3 months', + }; + + // Review Velocity - compare recent 3 months vs previous 3 months + const reviewVelocity = { + recentCount: recentReviewsForTrend.length, + olderCount: olderReviewsForTrend.length, + changePercent: olderReviewsForTrend.length > 0 + ? Math.round(((recentReviewsForTrend.length - olderReviewsForTrend.length) / olderReviewsForTrend.length) * 100) + : (recentReviewsForTrend.length > 0 ? 100 : 0), + periodLabel: 'last 3 months vs previous 3 months', + }; return { totalReviews, @@ -141,6 +205,9 @@ export function calculateReviewStats(reviews: Review[]): ReviewStats { negativeReviews, responseRate, averageResponseTime, + responseBreakdown, + ratingTrend, + reviewVelocity, }; } @@ -367,9 +434,10 @@ export function calculateTimelineData(reviews: Review[]): TimelineDataPoint[] { // Group by month const monthlyData: Record = {}; + const monthNames = ['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun', 'Jul', 'Aug', 'Sep', 'Oct', 'Nov', 'Dec']; sortedReviews.forEach(review => { - const monthKey = `${review.parsedDate.getFullYear()}-${String(review.parsedDate.getMonth() + 1).padStart(2, '0')}`; + const monthKey = `${monthNames[review.parsedDate.getMonth()]} ${review.parsedDate.getFullYear()}`; if (!monthlyData[monthKey]) { monthlyData[monthKey] = { ratings: [], date: review.parsedDate }; @@ -383,8 +451,17 @@ export function calculateTimelineData(reviews: Review[]): TimelineDataPoint[] { date: monthKey, rating: data.ratings.reduce((a, b) => a + b, 0) / data.ratings.length, rollingAvg: 0, // Will calculate below + count: data.ratings.length, // Number of reviews this month })) - .sort((a, b) => a.date.localeCompare(b.date)); + .sort((a, b) => { + // Parse "Mon YYYY" format for sorting + const parseMonthYear = (d: string) => { + const [month, year] = d.split(' '); + const monthIndex = monthNames.indexOf(month); + return new Date(parseInt(year), monthIndex, 1).getTime(); + }; + return parseMonthYear(a.date) - parseMonthYear(b.date); + }); // Calculate 3-month rolling average dataPoints.forEach((point, idx) => {