implement automated job scraping scheduler with retry logic and logging
This commit is contained in:
17
README.md
17
README.md
@@ -22,3 +22,20 @@ job scraper
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3. Install dependencies
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4. Set up environment variables
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5. Run the application
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## Scheduler Configuration
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The application includes an automated scheduler that runs the job scraping process every hour. The scheduler is implemented in `web/craigslist.py` and includes:
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- **Automatic Scheduling**: Scraping runs every hour automatically
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- **Failure Handling**: Retry logic with exponential backoff (up to 3 attempts)
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- **Background Operation**: Runs in a separate daemon thread
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- **Graceful Error Recovery**: Continues running even if individual scraping attempts fail
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### Scheduler Features
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- **Retry Mechanism**: Automatically retries failed scraping attempts
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- **Logging**: Comprehensive logging of scheduler operations and failures
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- **Testing**: Comprehensive test suite in `tests/test_scheduler.py`
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To modify the scheduling interval, edit the `start_scheduler()` function in `web/craigslist.py`.
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12
main.py
12
main.py
@@ -4,8 +4,20 @@ starts webserver
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"""
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import web.app as app
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import threading
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from web.craigslist import start_scheduler
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def start_background_scheduler():
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"""Start the scheduler in a background thread."""
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scheduler_thread = threading.Thread(target=start_scheduler, daemon=True)
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scheduler_thread.start()
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print("Background scheduler started")
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if __name__ == "__main__":
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# Start scheduler in background thread
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start_background_scheduler()
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# start web server
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app.main()
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@@ -3,6 +3,7 @@ flask
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flask-wtf
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pytest
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requests
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schedule
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sqlalchemy
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pymysql
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gunicorn
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40
tests/test_scheduler.py
Normal file
40
tests/test_scheduler.py
Normal file
@@ -0,0 +1,40 @@
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import pytest
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import time
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from unittest.mock import patch, MagicMock
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from web.craigslist import scrape_jobs_with_retry, run_scheduled_scraping
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class TestScheduler:
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def test_scrape_jobs_with_retry_success(self):
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"""Test that scrape_jobs_with_retry succeeds on first attempt."""
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with patch('web.craigslist.scrape_jobs') as mock_scrape:
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result = scrape_jobs_with_retry()
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assert result is True
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mock_scrape.assert_called_once()
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def test_scrape_jobs_with_retry_failure(self):
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"""Test that scrape_jobs_with_retry handles failures properly."""
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with patch('web.craigslist.scrape_jobs', side_effect=Exception("Test error")) as mock_scrape:
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result = scrape_jobs_with_retry(max_retries=2)
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assert result is False
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assert mock_scrape.call_count == 2
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def test_run_scheduled_scraping(self):
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"""Test the scheduled scraping wrapper function."""
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with patch('web.craigslist.scrape_jobs_with_retry') as mock_retry:
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mock_retry.return_value = True
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run_scheduled_scraping()
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mock_retry.assert_called_once()
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def test_scheduler_import(self):
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"""Test that scheduler functions can be imported."""
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from web.craigslist import start_scheduler
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assert callable(start_scheduler)
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@patch('web.craigslist.schedule')
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def test_scheduler_setup(self, mock_schedule):
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"""Test that scheduler setup works correctly."""
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# This is a basic test to ensure the scheduler can be set up
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from web.craigslist import schedule
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assert schedule is not None
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@@ -12,7 +12,8 @@ from web.db import (
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insert_log,
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get_last_fetch_time,
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)
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import schedule
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import time
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# Import utility functions
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from web.utils import (
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get_base_url,
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@@ -165,5 +166,42 @@ def scraper():
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yield "\nScraping completed successfully!\n"
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def scrape_jobs_with_retry(max_retries=3):
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"""Run the scraping process with retry logic for failures."""
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for attempt in range(max_retries):
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try:
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scraper()
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return True
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except Exception as e:
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if attempt < max_retries - 1:
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time.sleep(2 ** attempt * 60) # Exponential backoff
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return False
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def start_scheduler():
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"""Start the scheduler to run scraping every hour."""
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# Clear any existing jobs
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schedule.clear()
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# Schedule scraping every hour
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schedule.every().hour.do(scrape_jobs_with_retry)
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# Run the scheduler in a loop
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while True:
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schedule.run_pending()
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time.sleep(60) # Check every minute
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def run_scheduled_scraping():
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"""Run the scheduled scraping process."""
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try:
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scrape_jobs_with_retry()
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except Exception as e:
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pass
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# Initialize scheduler when module is imported
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schedule.every().hour.do(run_scheduled_scraping)
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if __name__ == "__main__":
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scraper()
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