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captcha_solver.py
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"""
Advanced CAPTCHA Solving Integration
Supports multiple third-party CAPTCHA solving services and OCR fallbacks
"""
import os
import time
import base64
import requests
from typing import Dict, Optional, Union
from dotenv import load_dotenv
load_dotenv()
class CaptchaSolver:
"""
Advanced CAPTCHA solver with multiple service integrations
"""
def __init__(self):
# API keys for different services
self.twocaptcha_key = os.environ.get("TWOCAPTCHA_API_KEY")
self.anticaptcha_key = os.environ.get("ANTICAPTCHA_API_KEY")
self.capmonster_key = os.environ.get("CAPMONSTER_API_KEY")
# Service endpoints
self.services = {
"2captcha": {
"submit": "http://2captcha.com/in.php",
"result": "http://2captcha.com/res.php"
},
"anti-captcha": {
"submit": "https://api.anti-captcha.com/createTask",
"result": "https://api.anti-captcha.com/getTaskResult"
},
"capmonster": {
"submit": "https://api.capmonster.cloud/createTask",
"result": "https://api.capmonster.cloud/getTaskResult"
}
}
def solve_recaptcha_v2(self, site_key: str, page_url: str, service: str = "2captcha") -> Optional[str]:
"""
Solve reCAPTCHA v2 using third-party service
Args:
site_key: reCAPTCHA site key
page_url: URL where CAPTCHA is located
service: Service to use (2captcha, anti-captcha, capmonster)
Returns:
CAPTCHA solution token or None if failed
"""
if service == "2captcha" and self.twocaptcha_key:
return self._solve_2captcha_recaptcha(site_key, page_url)
elif service == "anti-captcha" and self.anticaptcha_key:
return self._solve_anticaptcha_recaptcha(site_key, page_url)
elif service == "capmonster" and self.capmonster_key:
return self._solve_capmonster_recaptcha(site_key, page_url)
else:
print(f"❌ Service {service} not available or API key missing")
return None
def solve_image_captcha(self, image_data: Union[str, bytes], service: str = "2captcha") -> Optional[str]:
"""
Solve image-based CAPTCHA
Args:
image_data: Base64 encoded image or raw bytes
service: Service to use
Returns:
CAPTCHA solution text or None if failed
"""
if isinstance(image_data, bytes):
image_data = base64.b64encode(image_data).decode('utf-8')
if service == "2captcha" and self.twocaptcha_key:
return self._solve_2captcha_image(image_data)
elif service == "anti-captcha" and self.anticaptcha_key:
return self._solve_anticaptcha_image(image_data)
else:
# Fallback to OCR
return self._solve_with_ocr(image_data)
def solve_hcaptcha(self, site_key: str, page_url: str, service: str = "2captcha") -> Optional[str]:
"""
Solve hCaptcha using third-party service
"""
if service == "2captcha" and self.twocaptcha_key:
return self._solve_2captcha_hcaptcha(site_key, page_url)
elif service == "anti-captcha" and self.anticaptcha_key:
return self._solve_anticaptcha_hcaptcha(site_key, page_url)
else:
print(f"❌ hCaptcha service {service} not available")
return None
def _solve_2captcha_recaptcha(self, site_key: str, page_url: str) -> Optional[str]:
"""Solve reCAPTCHA using 2captcha service"""
try:
# Submit CAPTCHA
submit_data = {
'key': self.twocaptcha_key,
'method': 'userrecaptcha',
'googlekey': site_key,
'pageurl': page_url,
'json': 1
}
response = requests.post(self.services["2captcha"]["submit"], data=submit_data)
result = response.json()
if result['status'] != 1:
print(f"❌ 2captcha submit failed: {result.get('error_text', 'Unknown error')}")
return None
captcha_id = result['request']
print(f"🔄 2captcha CAPTCHA submitted, ID: {captcha_id}")
# Wait for solution
for attempt in range(30): # Wait up to 5 minutes
time.sleep(10)
result_data = {
'key': self.twocaptcha_key,
'action': 'get',
'id': captcha_id,
'json': 1
}
response = requests.get(self.services["2captcha"]["result"], params=result_data)
result = response.json()
if result['status'] == 1:
print("✅ 2captcha reCAPTCHA solved successfully!")
return result['request']
elif result['request'] == 'CAPCHA_NOT_READY':
continue
else:
print(f"❌ 2captcha error: {result.get('error_text', 'Unknown error')}")
return None
print("❌ 2captcha timeout waiting for solution")
return None
except Exception as e:
print(f"❌ 2captcha exception: {e}")
return None
def _solve_2captcha_image(self, image_data: str) -> Optional[str]:
"""Solve image CAPTCHA using 2captcha"""
try:
submit_data = {
'key': self.twocaptcha_key,
'method': 'base64',
'body': image_data,
'json': 1
}
response = requests.post(self.services["2captcha"]["submit"], data=submit_data)
result = response.json()
if result['status'] != 1:
print(f"❌ 2captcha image submit failed: {result.get('error_text', 'Unknown error')}")
return None
captcha_id = result['request']
print(f"🔄 2captcha image CAPTCHA submitted, ID: {captcha_id}")
# Wait for solution
for attempt in range(20): # Wait up to 3+ minutes
time.sleep(10)
result_data = {
'key': self.twocaptcha_key,
'action': 'get',
'id': captcha_id,
'json': 1
}
response = requests.get(self.services["2captcha"]["result"], params=result_data)
result = response.json()
if result['status'] == 1:
print("✅ 2captcha image CAPTCHA solved successfully!")
return result['request']
elif result['request'] == 'CAPCHA_NOT_READY':
continue
else:
print(f"❌ 2captcha error: {result.get('error_text', 'Unknown error')}")
return None
print("❌ 2captcha timeout waiting for image solution")
return None
except Exception as e:
print(f"❌ 2captcha image exception: {e}")
return None
def _solve_2captcha_hcaptcha(self, site_key: str, page_url: str) -> Optional[str]:
"""Solve hCaptcha using 2captcha service"""
try:
submit_data = {
'key': self.twocaptcha_key,
'method': 'hcaptcha',
'sitekey': site_key,
'pageurl': page_url,
'json': 1
}
response = requests.post(self.services["2captcha"]["submit"], data=submit_data)
result = response.json()
if result['status'] != 1:
print(f"❌ 2captcha hCaptcha submit failed: {result.get('error_text', 'Unknown error')}")
return None
captcha_id = result['request']
print(f"🔄 2captcha hCaptcha submitted, ID: {captcha_id}")
# Wait for solution
for attempt in range(30):
time.sleep(10)
result_data = {
'key': self.twocaptcha_key,
'action': 'get',
'id': captcha_id,
'json': 1
}
response = requests.get(self.services["2captcha"]["result"], params=result_data)
result = response.json()
if result['status'] == 1:
print("✅ 2captcha hCaptcha solved successfully!")
return result['request']
elif result['request'] == 'CAPCHA_NOT_READY':
continue
else:
print(f"❌ 2captcha error: {result.get('error_text', 'Unknown error')}")
return None
return None
except Exception as e:
print(f"❌ 2captcha hCaptcha exception: {e}")
return None
def _solve_with_ocr(self, image_data: str) -> Optional[str]:
"""
Fallback OCR solution using Pytesseract
Works for simple text CAPTCHAs but not reCAPTCHA
"""
try:
import pytesseract
from PIL import Image
import io
# Decode base64 image
image_bytes = base64.b64decode(image_data)
image = Image.open(io.BytesIO(image_bytes))
# Preprocess image for better OCR
image = image.convert('L') # Convert to grayscale
# Extract text using OCR
text = pytesseract.image_to_string(image, config='--psm 8 -c tessedit_char_whitelist=0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz')
text = text.strip()
if text:
print(f"✅ OCR solved CAPTCHA: {text}")
return text
else:
print("❌ OCR could not extract text from CAPTCHA")
return None
except ImportError:
print("❌ OCR dependencies not installed (pytesseract, Pillow)")
return None
except Exception as e:
print(f"❌ OCR exception: {e}")
return None
def get_balance(self, service: str = "2captcha") -> Optional[float]:
"""Get account balance for CAPTCHA service"""
try:
if service == "2captcha" and self.twocaptcha_key:
response = requests.get(
"http://2captcha.com/res.php",
params={'key': self.twocaptcha_key, 'action': 'getbalance'}
)
if response.text.startswith('ERROR'):
print(f"❌ 2captcha balance error: {response.text}")
return None
else:
balance = float(response.text)
print(f"💰 2captcha balance: ${balance}")
return balance
except Exception as e:
print(f"❌ Balance check error: {e}")
return None
# Global solver instance
captcha_solver = CaptchaSolver()
def solve_captcha_for_page(page, captcha_type: str = "recaptcha") -> Optional[str]:
"""
Detect and solve CAPTCHA on a Playwright page
Args:
page: Playwright page object
captcha_type: Type of CAPTCHA (recaptcha, hcaptcha, image)
Returns:
CAPTCHA solution token or None
"""
try:
if captcha_type == "recaptcha":
# Look for reCAPTCHA
site_key_element = page.locator('[data-sitekey]').first
if site_key_element.is_visible():
site_key = site_key_element.get_attribute('data-sitekey')
page_url = page.url
print(f"🤖 Detected reCAPTCHA with site key: {site_key}")
solution = captcha_solver.solve_recaptcha_v2(site_key, page_url)
if solution:
# Inject solution into page
page.evaluate(f'document.getElementById("g-recaptcha-response").innerHTML = "{solution}";')
return solution
elif captcha_type == "hcaptcha":
# Look for hCaptcha
site_key_element = page.locator('[data-sitekey]').first
if site_key_element.is_visible():
site_key = site_key_element.get_attribute('data-sitekey')
page_url = page.url
print(f"🤖 Detected hCaptcha with site key: {site_key}")
solution = captcha_solver.solve_hcaptcha(site_key, page_url)
if solution:
# Inject solution into page
page.evaluate(f'document.querySelector("[name=h-captcha-response]").value = "{solution}";')
return solution
elif captcha_type == "image":
# Look for image CAPTCHA
captcha_img = page.locator('img[src*="captcha"], img[alt*="captcha"], .captcha img').first
if captcha_img.is_visible():
# Take screenshot of CAPTCHA image
image_data = captcha_img.screenshot()
image_b64 = base64.b64encode(image_data).decode('utf-8')
print("🖼️ Detected image CAPTCHA")
solution = captcha_solver.solve_image_captcha(image_b64)
if solution:
# Find input field and enter solution
captcha_input = page.locator('input[name*="captcha"], input[id*="captcha"], .captcha input').first
if captcha_input.is_visible():
captcha_input.fill(solution)
return solution
return None
except Exception as e:
print(f"❌ CAPTCHA solving error: {e}")
return None
# Test function
def test_captcha_solver():
"""Test CAPTCHA solver functionality"""
print("🧪 Testing CAPTCHA Solver")
print("=" * 40)
# Check balances
captcha_solver.get_balance("2captcha")
print("\n💡 CAPTCHA Solver Ready!")
print("✅ Supports: reCAPTCHA v2, hCaptcha, Image CAPTCHAs")
print("✅ Services: 2captcha, Anti-Captcha, CapMonster")
print("✅ OCR Fallback: Pytesseract for simple text CAPTCHAs")
if __name__ == "__main__":
test_captcha_solver()