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- The canonical name of SQL/DataFrame functions are now lower case (e.g. sum vs SUM).
- It has been determined that using the DirectOutputCommitter when speculation is enabled is unsafe
and thus this output committer will not be used when speculation is on, independent of configuration.
+ - JSON data source will not automatically load new files that are created by other applications
+ (i.e. files that are not inserted to the dataset through Spark SQL).
+ For a JSON persistent table (i.e. the metadata of the table is stored in Hive Metastore),
+ users can use `REFRESH TABLE` SQL command or `HiveContext`'s `refreshTable` method
+ to include those new files to the table. For a DataFrame representing a JSON dataset, users need to recreate
+ the DataFrame and the new DataFrame will include new files.
## Upgrading from Spark SQL 1.3 to 1.4