MT564AITraining / services /horoscope_service.py
pareshmishra
Add full project source files for MT564 AI
2c72e40
import logging
import json
from typing import Dict, Any, List, Optional
from datetime import datetime, date
import time
from concurrent.futures import ThreadPoolExecutor, as_completed
from scrapers.horoscope_scraper import HoroscopeScraper
from scrapers.astrology_com_scraper import AstrologyComScraper
from scrapers.horoscope_com_scraper import HoroscopeComScraper
from utils.rate_limiter import RateLimiter
from models import db, Horoscope
from app import app
logger = logging.getLogger(__name__)
class HoroscopeService:
"""Service to manage horoscope scraping operations"""
def __init__(self, max_workers: int = 3):
"""
Initialize horoscope service
Args:
max_workers: Maximum number of concurrent scrapers
"""
self.max_workers = max_workers
self.rate_limiters = {} # Domain-specific rate limiters
# Register available scrapers
self.scrapers = {
"astrology.com": AstrologyComScraper(),
"horoscope.com": HoroscopeComScraper(),
}
def _get_rate_limiter(self, domain: str) -> RateLimiter:
"""Get or create a rate limiter for a specific domain"""
if domain not in self.rate_limiters:
# Default: 5 requests per minute for each domain
self.rate_limiters[domain] = RateLimiter(window_size=60, max_requests=5)
return self.rate_limiters[domain]
def scrape_sign(self, source: str, sign: str, date_str: Optional[str] = None) -> Dict[str, Any]:
"""
Scrape horoscope for a specific sign from a specific source
Args:
source: Source name (e.g., 'astrology.com')
sign: Zodiac sign
date_str: Optional date string (YYYY-MM-DD)
Returns:
Dictionary with horoscope data
"""
if source not in self.scrapers:
return {"success": False, "error": f"Unknown source: {source}"}
scraper = self.scrapers[source]
base_url = scraper.base_url
# Apply rate limiting
rate_limiter = self._get_rate_limiter(source)
if not rate_limiter.can_proceed():
wait_time = rate_limiter.get_wait_time()
logger.warning(f"Rate limit reached for {source}. Waiting {wait_time:.2f} seconds")
time.sleep(wait_time)
# Perform scraping
result = scraper.scrape_sign(base_url, sign, date_str)
rate_limiter.record_request()
# Save to database if successful
if result.get('success', False):
self._save_to_database(result, source, sign, date_str)
return result
def scrape_all_signs(self, source: str, date_str: Optional[str] = None) -> List[Dict[str, Any]]:
"""
Scrape horoscopes for all zodiac signs from a specific source
Args:
source: Source name (e.g., 'astrology.com')
date_str: Optional date string (YYYY-MM-DD)
Returns:
List of dictionaries with horoscope data
"""
if source not in self.scrapers:
return [{"success": False, "error": f"Unknown source: {source}"}]
scraper = self.scrapers[source]
zodiac_signs = scraper.ZODIAC_SIGNS
results = []
# Use ThreadPoolExecutor for concurrent scraping
with ThreadPoolExecutor(max_workers=self.max_workers) as executor:
# Submit scraping tasks
future_to_sign = {
executor.submit(self.scrape_sign, source, sign, date_str): sign
for sign in zodiac_signs
}
# Collect results as they complete
for future in as_completed(future_to_sign):
sign = future_to_sign[future]
try:
result = future.result()
results.append(result)
logger.info(f"Completed scraping {sign} horoscope from {source}")
except Exception as e:
logger.error(f"Exception scraping {sign} from {source}: {str(e)}")
results.append({
"success": False,
"sign": sign,
"source": source,
"error": str(e),
"scraped_at": time.time()
})
return results
def scrape_sign_from_all_sources(self, sign: str, date_str: Optional[str] = None) -> List[Dict[str, Any]]:
"""
Scrape horoscope for a specific sign from all available sources
Args:
sign: Zodiac sign
date_str: Optional date string (YYYY-MM-DD)
Returns:
List of dictionaries with horoscope data
"""
results = []
# Use ThreadPoolExecutor for concurrent scraping
with ThreadPoolExecutor(max_workers=self.max_workers) as executor:
# Submit scraping tasks
future_to_source = {
executor.submit(self.scrape_sign, source, sign, date_str): source
for source in self.scrapers.keys()
}
# Collect results as they complete
for future in as_completed(future_to_source):
source = future_to_source[future]
try:
result = future.result()
results.append(result)
logger.info(f"Completed scraping {sign} horoscope from {source}")
except Exception as e:
logger.error(f"Exception scraping {sign} from {source}: {str(e)}")
results.append({
"success": False,
"sign": sign,
"source": source,
"error": str(e),
"scraped_at": time.time()
})
return results
def scrape_all_horoscopes(self, date_str: Optional[str] = None) -> List[Dict[str, Any]]:
"""
Scrape horoscopes for all signs from all sources
Args:
date_str: Optional date string (YYYY-MM-DD)
Returns:
List of dictionaries with horoscope data
"""
all_results = []
for source in self.scrapers.keys():
results = self.scrape_all_signs(source, date_str)
all_results.extend(results)
return all_results
def _save_to_database(self, result: Dict[str, Any], source: str, sign: str, date_str: Optional[str] = None) -> None:
"""Save horoscope data to database"""
try:
# Extract data from result
prediction = result.get('prediction', '')
# Parse date
if date_str:
horoscope_date = datetime.strptime(date_str, '%Y-%m-%d').date()
else:
# Use the date from the scraper or today
horoscope_date = datetime.strptime(result.get('date', date.today().isoformat()), '%Y-%m-%d').date()
with app.app_context():
# Check if horoscope already exists for this sign, date, and source
existing = Horoscope.query.filter_by(
sign=sign.lower(),
date=horoscope_date,
source=source
).first()
if existing:
# Update existing horoscope
existing.prediction = prediction
db.session.commit()
logger.info(f"Updated horoscope for {sign} on {horoscope_date} from {source}")
else:
# Create new horoscope
horoscope = Horoscope()
horoscope.sign = sign.lower()
horoscope.date = horoscope_date
horoscope.prediction = prediction
horoscope.source = source
db.session.add(horoscope)
db.session.commit()
logger.info(f"Added horoscope for {sign} on {horoscope_date} from {source}")
except Exception as e:
logger.error(f"Error saving horoscope to database: {str(e)}")
def get_horoscope(self, sign: str, date_str: Optional[str] = None, source: Optional[str] = None) -> Dict[str, Any]:
"""
Retrieve horoscope from database
Args:
sign: Zodiac sign
date_str: Optional date string (YYYY-MM-DD)
source: Optional source name
Returns:
Dictionary with horoscope data
"""
try:
# Parse date
if date_str:
horoscope_date = datetime.strptime(date_str, '%Y-%m-%d').date()
else:
horoscope_date = date.today()
with app.app_context():
query = Horoscope.query.filter_by(
sign=sign.lower(),
date=horoscope_date
)
if source:
query = query.filter_by(source=source)
horoscopes = query.all()
if not horoscopes:
# If no horoscope found, try to scrape it
if source:
self.scrape_sign(source, sign, date_str)
# Try to fetch again
horoscope = Horoscope.query.filter_by(
sign=sign.lower(),
date=horoscope_date,
source=source
).first()
if horoscope:
return horoscope.to_dict()
else:
# Try all sources
self.scrape_sign_from_all_sources(sign, date_str)
# Try to fetch again
horoscopes = Horoscope.query.filter_by(
sign=sign.lower(),
date=horoscope_date
).all()
if not horoscopes:
return {"error": f"No horoscope found for {sign} on {horoscope_date}"}
# If multiple horoscopes found, return them all
if len(horoscopes) > 1:
return {"horoscopes": [h.to_dict() for h in horoscopes]}
else:
return horoscopes[0].to_dict()
except Exception as e:
logger.error(f"Error getting horoscope from database: {str(e)}")
return {"error": str(e)}
def get_horoscopes_for_date(self, date_str: Optional[str] = None) -> Dict[str, Any]:
"""
Retrieve all horoscopes for a specific date
Args:
date_str: Optional date string (YYYY-MM-DD)
Returns:
Dictionary with horoscope data for all signs
"""
try:
# Parse date
if date_str:
horoscope_date = datetime.strptime(date_str, '%Y-%m-%d').date()
else:
horoscope_date = date.today()
with app.app_context():
horoscopes = Horoscope.query.filter_by(date=horoscope_date).all()
if not horoscopes:
# If no horoscopes found, try to scrape them
self.scrape_all_horoscopes(date_str)
# Try to fetch again
horoscopes = Horoscope.query.filter_by(date=horoscope_date).all()
if not horoscopes:
return {"error": f"No horoscopes found for {horoscope_date}"}
# Group by sign
result = {}
for horoscope in horoscopes:
sign = horoscope.sign
if sign not in result:
result[sign] = []
result[sign].append(horoscope.to_dict())
return {"date": horoscope_date.isoformat(), "horoscopes": result}
except Exception as e:
logger.error(f"Error getting horoscopes for date: {str(e)}")
return {"error": str(e)}
# Create a singleton instance
horoscope_service = HoroscopeService()