Backups and Restorations

There are two methods available for backing up and restoring data:

  1. Time travel restore – available only for the Snowflake backend
  2. Snapshots – available for all backends

Screenshot - Storage Backups

Time Travel Restore

Every project with a Snowflake backend can create an exact replica of a table at any point in time up to the limit set for the project. To create a replica, first, use the calendar to select a time point. The table will be replicated as it was at that time point. Then, select the bucket to use for the newly created table, and give it a name.

Screenshot - Time Travel Restore

The time input is interpreted as the wall clock in your current local timezone.

There are some edge cases. When daylight saving time (DST) starts or finishes between the restore time and the current time, then the restore time is based on the current time for your timezone.


You live in Prague (timezone Europe/Prague). You want to restore a table from midnight of 2023-03-23 (that is 2023-03-23 00:00 +0100 because you were not using DST on that date), and the current local time is 2023-03-27 00:00 +0200 (because you are now using DST). If you input the restore time as 03/23/2023 00:00, that will be interpreted in the current timezone as 2023-03-23 00:00 +0200, which is an hour earlier than you intended. To fix this, you need to take account of the change to DST and add an hour to the restore time to give 03/23/2023 01:00. That will be correctly interpreted as 2023-03-23 01:00 +0200, which is equivalent to 2023-03-23 00:00 +0100, the time you want to restore from.

Table Snapshots

To physically copy a table, utilize the Create Snapshot feature. This feature creates a copy of the table contents at the time the snapshot is created, which can be used immediately to produce a physical copy of the table or later, to revert the table to its previous state.

Table snapshots are useful when experimenting with extractors and transformations, or when refactoring your project. You can create a copy of your output table, conduct experiments, and then compare the new output table with the original to ensure your output remains consistent. They can also be used as a workaround to renaming tables because this feature is not available yet.

Screenshot - Create Snapshot

New tables can be created from any snapshot.

Screenshot - Storage Snapshots List