Understand Redshift Cluster Storage Space
The amount of disk storage space allocated to two tables that are in different Amazon Redshift clusters can vary significantly, even if the tables are created using the same data definition language (DDL) statements and contain the same number of rows. In the following scenario, the difference in disk storage space consumed by each table is determined by:
- The number of populated slices on each Amazon Redshift cluster
- The number of table segments used by each table
The minimum disk space is the smallest data footprint that a table can have on an Amazon Redshift cluster. You can check the minimal table size when analyzing the cluster storage use or when
- For tables created using the KEY or EVEN distribution style:
Minimum table size = block_size (1 MB) * (number_of_user_columns + 3 system columns) * number_of_populated_slices * number_of_table_segments. - For tables created using the ALL distribution style:
Minimum table size = block_size (1 MB) * (number_of_user_columns + 3 system columns) * number_of_cluster_nodes * number_of_table_segments.
If two Amazon Redshift tables share the following attributes:
- Created with identical DDL statements
- Contain the same number of rows
- Haven't been manually modified
Then the table disk storage space allocation can vary depending on:
- The number of cluster slices populated by the Table, for the EVEN and Key Distribution style
- The number of nodes in the cluster for ALL distributed slices
- The number of segments in a table
If an Amazon Redshift table has a sort key, the table has two segments—one sorted segment and one unsorted segment. If an Amazon Redshift table has no sort key, all data is unsorted, and therefore the table has one unsorted segment.
When data is added to an existing table with a sort key, the new data is maintained in a separate segment that contains unsorted data—the data is not inserted into the original sorted key segment until a VACUUM operation is performed. For more information, see Managing the Volume of Merged Rows.
Note: The VACUUM operation merges the data with sorted data. However the table will still have unsorted segment for future loads.
The variable number_of_table_segments is one of three values that represent the number of table segments to allocate for Amazon Redshift tables:
0: A table has never been loaded; allocate disk space for zero table segments.
1: A table without a sort key has been loaded one or more times.
2: A table with a sort key has been loaded one or more times
Example minimum table size calculations:
If a table has 125 user columns with sort keys on a cluster with 16 slices, then the smallest size the table can have populating all 16 slices is calculated as follows:
1 MB * (125 + 3) * 16 * 2 = 4096 MB
If a table is created with a DDL statement and the table resides on a cluster two-slice cluster that is populating both slices, then the minimal table size calculation dictates that the table uses significantly less disk storage:
1 MB* (125 + 3)* 2 * 2 = 512 MB
If a table is created with an identical DDL statement and the table resides on a cluster with 64 populated slices, then the following minimum table size calculation dictates that the table uses significantly more disk storage:
1 MB * (125 + 3) * 64 * 2 = 16384 MB
Based on the minimal table size example, the table size can grow or shrink based on the number of slices populated on the cluster.
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