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Junior — Middle

Has data change monitoring been conducted in the system?

sobes.tech AI

Answer from AI

Yes, monitoring data changes in the system can be implemented in various ways in Python:

  • Using the observer pattern, where objects subscribe to data changes and receive notifications.
  • Tracking changes in the database with triggers or special tools (e.g., SQLAlchemy with events).
  • Using libraries for reactive programming that automatically respond to changes.
  • In simple cases — periodically comparing the current data state with the previous one.

For example, you can implement a class with a method that, when data changes, calls subscriber callback functions.