When you read data from a Google BigQuery source and use simple or hybrid connection mode, you can configure key range partitioning to optimize the mapping performance at run time.
Key range partitioning
You can configure key range partitioning when you use a mapping task to read data from Google BigQuery sources and use simple or hybrid connection mode. With key range partitioning, the Secure Agent distributes rows of source data based on the fields that you define as partition keys. The Secure Agent compares the field value to the range values for each partition and sends rows to the appropriate partitions.
Use key range partitioning for columns that have an even distribution of data values. Otherwise, the partitions might have unequal size. For example, a column might have 10 rows between key values 1 and 1000 and the column might have 999 rows between key values 1001 and 2000. If the mapping includes multiple sources, use the same number of key ranges for each source.
When you define key range partitioning for a column, the Secure Agent reads the rows that are within the specified partition range. For example, if you configure two partitions for a column with the ranges as 10 through 20 and 30 through 40, the Secure Agent does not read the rows 20 through 30 because these rows are not within the specified partition range.
You can configure a partition key for fields of the following data types:
•String
•Integer
•Numeric (only if you use a Google BigQuery connection in hybrid mode)
•Timestamp. Use the following format: YYYY-MM-DD HH24:MI:SS
Note: You cannot configure a partition key for Record data type columns and repeated columns.
You cannot use key range partitions when a mapping includes any of the following transformations:
•Web Services
•JSON to Relational
Configuring Key Range Partitioning
Perform the following steps to configure key range partitioning for Google BigQuery sources:
1In the Source Properties, click the Partitions tab.
2Select the required partition key from the list.
3Click Add New Key Range to define the number of partitions and the key ranges based on which the Secure Agent must partition data.
Use a blank value for the start range to indicate the minimum value. Use a blank value for the end range to indicate the maximum value.
