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uncleGen 0182817ea3 [SPARK-28158][SQL] Hive UDFs supports UDT type 
## What changes were proposed in this pull request?

After this PR, we can create and register Hive UDFs to accept UDT type, like `VectorUDT` and `MatrixUDT`. These UDTs are widely used in Spark machine learning.

## How was this patch tested?

add new ut

Closes #24961 from uncleGen/SPARK-28158.

Authored-by: uncleGen <hustyugm@gmail.com>
Signed-off-by: HyukjinKwon <gurwls223@apache.org>
2019-10-28 20:50:34 +09:00
..
catalyst [SPARK-29008][SQL][FOLLOW-UP] Checks correct param lengths of split methods 2019-10-27 21:45:56 -07:00
core [SPARK-28560][SQL][FOLLOWUP] change the local shuffle reader from leaf node to unary node 2019-10-28 14:23:53 +08:00
hive [SPARK-28158][SQL] Hive UDFs supports UDT type 2019-10-28 20:50:34 +09:00
hive-thriftserver [SPARK-29589][WEBUI] Support pagination for sqlstats session table in JDBC/ODBC Session page 2019-10-26 15:46:24 -05:00
create-docs.sh [MINOR][DOCS] Minor doc fixes related with doc build and uses script dir in SQL doc gen script 2017-08-26 13:56:24 +09:00
gen-sql-markdown.py [SPARK-27328][SQL] Add 'deprecated' in ExpressionDescription for extended usage and SQL doc 2019-04-09 13:49:42 +08:00
mkdocs.yml [SPARK-21485][SQL][DOCS] Spark SQL documentation generation for built-in functions 2017-07-26 09:38:51 -07:00
README.md [SPARK-28980][CORE][SQL][STREAMING][MLLIB] Remove most items deprecated in Spark 2.2.0 or earlier, for Spark 3 2019-09-09 10:19:40 -05:00

README.md

Spark SQL

This module provides support for executing relational queries expressed in either SQL or the DataFrame/Dataset API.

Spark SQL is broken up into four subprojects:

  • Catalyst (sql/catalyst) - An implementation-agnostic framework for manipulating trees of relational operators and expressions.
  • Execution (sql/core) - A query planner / execution engine for translating Catalyst's logical query plans into Spark RDDs. This component also includes a new public interface, SQLContext, that allows users to execute SQL or LINQ statements against existing RDDs and Parquet files.
  • Hive Support (sql/hive) - Includes extensions that allow users to write queries using a subset of HiveQL and access data from a Hive Metastore using Hive SerDes. There are also wrappers that allow users to run queries that include Hive UDFs, UDAFs, and UDTFs.
  • HiveServer and CLI support (sql/hive-thriftserver) - Includes support for the SQL CLI (bin/spark-sql) and a HiveServer2 (for JDBC/ODBC) compatible server.

Running ./sql/create-docs.sh generates SQL documentation for built-in functions under sql/site.