Employee Checkin is taking too much time to be saved for my client, client’s employees are around 6000 and Employee Checkin records are almost 1200000, this line is taking around 7 seconds to execute in employee_checkin.py file
first improve the performance of the validate_duplicate_log() function inemployee_checkin.py file like
→ Make sure the database table is properly indexed for efficient querying.
→ Optimize the code and queries used in the function.
→ Process the records in batches instead of all at once.
→ Implement caching to store and reuse validation results.
→ Consider asynchronous processing to avoid blocking the user interface.
→ If the data volume is large and continuously growing, shard the database into multiple instances.