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Liang-Chi Hsieh add267c4de [SPARK-32819][SQL] ignoreNullability parameter should be effective recursively 
### What changes were proposed in this pull request?

This patch proposes to check `ignoreNullability` parameter recursively in `equalsStructurally` method.

### Why are the changes needed?

`equalsStructurally` is used to check type equality. We can optionally ask to ignore nullability check. But the parameter `ignoreNullability` is not passed recursively down to nested types. So it produces weird error like:

```
data type mismatch: argument 3 requires array<array<string>> type, however ... is of array<array<string>> type.
```

when running the query `select aggregate(split('abcdefgh',''), array(array('')), (acc, x) -> array(array( x ) ) )`.

### Does this PR introduce _any_ user-facing change?

Yes, fixed a bug when running user query.

### How was this patch tested?

Unit tests.

Closes #29698 from viirya/SPARK-32819.

Authored-by: Liang-Chi Hsieh <viirya@gmail.com>
Signed-off-by: Wenchen Fan <wenchen@databricks.com>
2020-09-10 02:53:22 +00:00
..
catalyst [SPARK-32819][SQL] ignoreNullability parameter should be effective recursively 2020-09-10 02:53:22 +00:00
core [SPARK-32819][SQL] ignoreNullability parameter should be effective recursively 2020-09-10 02:53:22 +00:00
hive Revert "[SPARK-32677][SQL] Load function resource before create" 2020-09-09 18:15:22 +00:00
hive-thriftserver [SPARK-32772][SQL][FOLLOWUP] Remove legacy silent support mode for spark-sql CLI 2020-09-04 08:38:35 +08:00
create-docs.sh [SPARK-31550][SQL][DOCS] Set nondeterministic configurations with general meanings in sql configuration doc 2020-04-27 17:08:52 +09:00
gen-sql-api-docs.py [SPARK-31474][SQL][FOLLOWUP] Replace _FUNC_ placeholder with functionname in the note field of expression info 2020-04-23 13:33:04 +09:00
gen-sql-config-docs.py [SPARK-31550][SQL][DOCS] Set nondeterministic configurations with general meanings in sql configuration doc 2020-04-27 17:08:52 +09:00
gen-sql-functions-docs.py [SPARK-31562][SQL] Update ExpressionDescription for substring, current_date, and current_timestamp 2020-04-26 11:46:52 -07:00
mkdocs.yml [SPARK-30731] Update deprecated Mkdocs option 2020-02-19 17:28:58 +09:00
README.md [SPARK-30510][SQL][DOCS] Publicly document Spark SQL configuration options 2020-02-09 19:20:47 +09:00

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, and SQL configuration documentation that gets included as part of configuration.md in the main docs directory.