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Implement Scraper for Database Population and API Monitoring

Description

Implement a scraper service to handle two primary tasks:

1. Database Population:

  • Create a script for initial database population from the third-party API.
  • Set up logic for incremental updates to the database based on new records from the third-party API.

2. API Monitoring and Database Updating:

  • Implement a scheduled task to regularly check the third-party API for updates.
  • Develop logic to detect changes in the API data and update the database accordingly.
  • Ensure robust error handling and logging for all scraper operations.

Tasks:

  • Set up a new directory /backend/app/scraper for the scraper service.
  • Implement a script for the initial population of the database.
  • Set up logic for incremental updates to the database.
  • Create a scheduled task for regular API monitoring.
  • Develop change detection logic to identify updates in the API data.
  • Implement database update functionality to reflect changes detected in the API data.
  • Ensure robust error handling and logging for scraper operations.
  • Write tests to verify the correct functionality of the scraper service.
  • Document the scraper service functionality, usage, and error handling.

Acceptance Criteria:

  • The scraper service should successfully populate the database initially with data from the third-party API.
  • The scraper should regularly check the API for updates and apply any updates to the database.
  • All scraper operations should have error handling to manage potential issues and should log errors and successful operations for troubleshooting and monitoring purposes.

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