If you import data from cloud database using the Select tables option, you can configure how to import and fetch incremental data from your cloud database using the below Import configuration options.
Below is a snapshot from the schedule configuration.
How to import data from source? Select the way you would like to import your data from the drop-down - Import all data, Incremental file fetch, Do not import data.
This option will import all available data for every run.
To import the modified and new data incrementally in a specific data interval time, select Only modified and new data option from the drop-down.
Fetch based on: You can enter the date-time column name based on which the file must be sorted and imported.
Use the previously imported data if no new data is available:
During incremental import,
- If the checkbox is checked: When there is no new data in the source, the last fetched data will be imported again.
- If the checkbox is unchecked: When there is no new data in the source, the import will fail and no files will be imported. This will, in turn, cause the entire pipeline job to fail.
The data is imported only once. The second time, the rules get applied to the same data and get exported.
In incremental file fetch, when the pipeline is run, new or modified data in the table is fetched based on the date-time column. For example, suppose the import configuration is set to fetch only modified or new data. In that case, the table's new or modified data within the specified time interval in the cloud database will be imported. If no new data is available, the pipeline will either fail without importing any data or re-import the previously fetched data, depending on whether the Use the previously imported data if no new data is available checkbox in the import configuration is selected. In subsequent intervals, any new or modified data within those intervals will be fetched accordingly.
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