Initial Load and Scheduling

Initial Load

The initial load is a critical phase where data is first imported into the MFSQL Connector. This process involves several key steps:

  1. Data Extraction: Identify and extract data from the source systems (e.g., M-Files, ERP systems).

  2. Transformation: Apply necessary transformations to the data to fit the target schema.

  3. Loading: Load the transformed data into the MFSQL Connector.

Scheduling

Once the initial load is complete, it’s essential to establish a regular scheduling mechanism for ongoing data synchronization. Consider the following approaches:

  • Incremental Loads: Only load changed data since the last successful load.

  • Full Loads: Periodically re-load all data to ensure consistency.

  • Event-Driven Loads: Trigger loads based on specific events (e.g., file uploads, database changes).

Best Practices

  • Monitor load performance and adjust schedules as needed.

  • Implement error handling and alerting for failed loads.

  • Document the data flow and transformation logic for future reference.