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KaiXinXiaoLei cdcccd7b41 [SPARK-23405] Generate additional constraints for Join's children 
## What changes were proposed in this pull request?

(Please fill in changes proposed in this fix)
I run a sql: `select ls.cs_order_number from ls left semi join catalog_sales cs on ls.cs_order_number = cs.cs_order_number`, The `ls` table is a small table ,and the number is one. The `catalog_sales` table is a big table,  and the number is 10 billion. The task will be hang up. And i find the many null values of `cs_order_number` in the `catalog_sales` table. I think the null value should be removed in the logical plan.

>== Optimized Logical Plan ==
>Join LeftSemi, (cs_order_number#1 = cs_order_number#22)
>:- Project cs_order_number#1
>   : +- Filter isnotnull(cs_order_number#1)
>      : +- MetastoreRelation 100t, ls
>+- Project cs_order_number#22
>   +- MetastoreRelation 100t, catalog_sales

Now, use this patch, the plan will be:
>== Optimized Logical Plan ==
>Join LeftSemi, (cs_order_number#1 = cs_order_number#22)
>:- Project cs_order_number#1
>   : +- Filter isnotnull(cs_order_number#1)
>      : +- MetastoreRelation 100t, ls
>+- Project cs_order_number#22
>   : **+- Filter isnotnull(cs_order_number#22)**
>     :+- MetastoreRelation 100t, catalog_sales

## How was this patch tested?

(Please explain how this patch was tested. E.g. unit tests, integration tests, manual tests)
(If this patch involves UI changes, please attach a screenshot; otherwise, remove this)

Please review http://spark.apache.org/contributing.html before opening a pull request.

Author: KaiXinXiaoLei <584620569@qq.com>
Author: hanghang <584620569@qq.com>

Closes #20670 from KaiXinXiaoLei/Spark-23405.
2018-03-02 00:09:44 +08:00
..
catalyst [SPARK-23405] Generate additional constraints for Join's children 2018-03-02 00:09:44 +08:00
core [SPARK-23523][SQL][FOLLOWUP] Minor refactor of OptimizeMetadataOnlyQuery 2018-02-28 12:16:26 -08:00
hive [SPARK-23510][SQL] Support Hive 2.2 and Hive 2.3 metastore 2018-03-01 16:26:11 +08:00
hive-thriftserver [SPARK-13983][SQL] Fix HiveThriftServer2 can not get "--hiveconf" and ''--hivevar" variables since 2.0 2018-02-01 10:36:31 -08:00
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-21485][FOLLOWUP][SQL][DOCS] Describes examples and arguments separately, and note/since in SQL built-in function documentation 2017-08-05 10:10:56 -07:00
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-21485][SQL][DOCS] Spark SQL documentation generation for built-in functions 2017-07-26 09:38:51 -07:00

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 an extension of SQLContext called HiveContext that allows users to write queries using a subset of HiveQL and access data from a Hive Metastore using Hive SerDes. There are also wrappers that allows 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.