Everyone wants performance. Speeding up the insert into empty InnoDB tables and partitions is a common enough use case to optimize. Thirunarayanan Balathandayuthapani from the MariaDB Corporation wrote this improvement to the bulk inserting into InnoDB tables that is available as a preview for testing.
To achieve this, if the table is empty then InnoDB will pre-sort the records for each index, and build the indexes one page at a time. If the transaction does bulk insert operation then InnoDB should create buffer of size innodb_sort_buffer_size for each index.
If the buffer ran out of memory then InnoDB will create a temporary file for storing the data.