If your tables currently do not allow for incremental replication, refer to the following recommendations for possible solutions.
Modified At method, which is the most ideal replication method, uses a
datetime column to detect new and/or updated data. Remember that the
datetime column in tables using this method must be indexed and cannot contain null values at any time.
If your table does not have a
datetime column, you can add an index
modified at column. Null values are not allowed in a
modified at column. Check that the column is populated for every row.
To ensure the
Modified At method works as intended, you cannot delete rows from the table. Rather, you should mark the row as invalid by adding a
deleted column to the table. This column will return a
1 if the row is invalid and
0 otherwise. You can then use this column to filter out invalid rows when you are building metrics and reports.
Modified At method cannot be enabled, then the Single Auto Incrementing Primary Key is the next best option. New data is discovered in tables using this method by searching for primary key values that are higher than the current highest value in the Data Warehouse.
Remember, tables using this method are single column with integer auto incrementing primary keys. To use this method in your database, make the following modifications:
By making minor modifications to your tables, you can take advantage of the faster, more efficient Incremental Replication Methods; however, if this is still not possible, you can still take other steps to reduce your update time and optimize your database.