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4 changes: 2 additions & 2 deletions docs/_data/menu-sql.yaml
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Expand Up @@ -171,12 +171,12 @@
url: sql-ref-syntax-qry-select-limit.html
- text: Common Table Expression
url: sql-ref-syntax-qry-select-cte.html
- text: Hints
url: sql-ref-syntax-qry-select-hints.html
- text: Inline Table
url: sql-ref-syntax-qry-select-inline-table.html
- text: JOIN
url: sql-ref-syntax-qry-select-join.html
- text: Join Hints
url: sql-ref-syntax-qry-select-hints.html
- text: LIKE Predicate
url: sql-ref-syntax-qry-select-like.html
- text: Set Operators
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2 changes: 1 addition & 1 deletion docs/sql-performance-tuning.md
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Expand Up @@ -179,7 +179,7 @@ SELECT /*+ BROADCAST(r) */ * FROM records r JOIN src s ON r.key = s.key
</div>
</div>

For more details please refer to the documentation of [Join Hints](sql-ref-syntax-qry-select-hints.html).
For more details please refer to the documentation of [Hints](sql-ref-syntax-qry-select-hints.html).

## Coalesce Hints for SQL Queries

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63 changes: 59 additions & 4 deletions docs/sql-ref-syntax-qry-select-hints.md
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@@ -1,7 +1,7 @@
---
layout: global
title: Join Hints
displayTitle: Join Hints
title: Hints
displayTitle: Hints
license: |
Licensed to the Apache Software Foundation (ASF) under one or more
contributor license agreements. See the NOTICE file distributed with
Expand All @@ -21,14 +21,69 @@ license: |

### Description

Join Hints allow users to suggest the join strategy that Spark should use. Prior to Spark 3.0, only the `BROADCAST` Join Hint was supported. `MERGE`, `SHUFFLE_HASH` and `SHUFFLE_REPLICATE_NL` Joint Hints support was added in 3.0. When different join strategy hints are specified on both sides of a join, Spark prioritizes hints in the following order: `BROADCAST` over `MERGE` over `SHUFFLE_HASH` over `SHUFFLE_REPLICATE_NL`. When both sides are specified with the `BROADCAST` hint or the `SHUFFLE_HASH` hint, Spark will pick the build side based on the join type and the sizes of the relations. Since a given strategy may not support all join types, Spark is not guaranteed to use the join strategy suggested by the hint.
Hints give users a way to suggest how Spark SQL to use specific approaches to generate its execution plan.

### Syntax

```sql
/*+ join_hint [ , ... ] */
/*+ hint [ , ... ] */
```

### Partitioning Hints

`COALESCE`/`REPARTITION`/`REPARTITION_BY_RANGE` hints have functionalities equivalent to those of the

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How about rephrasing it like this?


Partitioning hints allow users to suggest a partitioning way that Spark should follow. COALESCE, REPARTITION, and REPARTITION_BY_RANGE hints are supported and they are equivalent to coalesce, repartition, and repartitionByRange Dataset APIs, respectively.

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Also, could you add links to the Dataset APIs if we describe them here? https://spark.apache.org/docs/latest/api/scala/index.html#org.apache.spark.sql.Dataset

`Dataset` `coalesce`/`repartition`/`repartitionByRange` APIs. The `COALESCE` hint can be used to reduce

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How about moving the explanations for each hint (e.g., The COALESCE hint can be used to reduce...) into a new section like ### Partitiong Hints Types?

the number of partitions to the specified number of partitions. The `REPARTITION`/`REPARTITION_BY_RANGE`
hint can be used to repartition to the specified number of partitions using the specified partitioning expressions.
The `COALESCE` hint takes a partition number as a
parameter. The `REPARTITION` hint takes a partition number, column names, or both as parameters.
The `REPARTITION_BY_RANGE` hint takes column names and an optional partition number as parameters.
These hints give users a way to tune performance and control the number of output files in Spark SQL.

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nit: remove the unencessary blank line.

### Examples

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Ditto, #### Examples

```sql
SELECT /*+ COALESCE(3) */ * FROM t;

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How about showing a spark plan via explain?


EXPLAIN SELECT /*+ COALESCE(3) */ * FROM t;
== Physical Plan ==
Coalesce 3
+- *(1) ColumnarToRow
+- FileScan parquet default.t[name#5,c#6] Batched: true, DataFilters: [], Format: Parquet,
Location: CatalogFileIndex[file:/spark/spark-warehouse/t], PartitionFilters: [],
PushedFilters: [], ReadSchema: struct<name:string>

SELECT /*+ REPARTITION(3) */ * FROM t;

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We still need these statements having no output as the example?

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One more comment; probably, the join hint section should have the same format for the examples.

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I think I will only have one example for explain. Otherwise the example section will be too long.
I will leave the join hint example section as is for now. Don't want this section to be too long.


SELECT /*+ REPARTITION(c) */ * FROM t;

SELECT /*+ REPARTITION(3, c) */ * FROM t;

EXPLAIN SELECT /*+ REPARTITION(3, c) */ * FROM t;
== Physical Plan ==
Exchange hashpartitioning(c#6, 3), false, [id=#148]
+- *(1) ColumnarToRow
+- FileScan parquet default.t[name#5,c#6] Batched: true, DataFilters: [], Format: Parquet,
Location: CatalogFileIndex[file:/spark/spark-warehouse/t], PartitionFilters: [],
PushedFilters: [], ReadSchema: struct<name:string>

SELECT /*+ REPARTITION_BY_RANGE(c) */ * FROM t;

SELECT /*+ REPARTITION_BY_RANGE(3, c) */ * FROM t;

EXPLAIN SELECT /*+ REPARTITION_BY_RANGE(3, c) */ * FROM t;
== Physical Plan ==
Exchange rangepartitioning(c#6 ASC NULLS FIRST, 3), false, [id=#167]
+- *(1) ColumnarToRow
+- FileScan parquet default.t[name#5,c#6] Batched: true, DataFilters: [], Format: Parquet,
Location: CatalogFileIndex[file:/spark/spark-warehouse/t], PartitionFilters: [],
PushedFilters: [], ReadSchema: struct<name:string>
```


### Join Hints

Join Hints allow users to suggest the join strategy that Spark should use. Prior to Spark 3.0, only the `BROADCAST` Join Hint was supported. `MERGE`, `SHUFFLE_HASH` and `SHUFFLE_REPLICATE_NL` Joint Hints support was added in 3.0. When different join strategy hints are specified on both sides of a join, Spark prioritizes hints in the following order: `BROADCAST` over `MERGE` over `SHUFFLE_HASH` over `SHUFFLE_REPLICATE_NL`. When both sides are specified with the `BROADCAST` hint or the `SHUFFLE_HASH` hint, Spark will pick the build side based on the join type and the sizes of the relations. Since a given strategy may not support all join types, Spark is not guaranteed to use the join strategy suggested by the hint.

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Hints -> hints?


### Join Hints Types

* **BROADCAST**
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2 changes: 1 addition & 1 deletion docs/sql-ref-syntax-qry-select-join.md
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Expand Up @@ -235,4 +235,4 @@ SELECT * FROM employee ANTI JOIN department ON employee.deptno = department.dept
### Related Statements

* [SELECT](sql-ref-syntax-qry-select.html)
* [Join Hints](sql-ref-syntax-qry-select-hints.html)
* [Hints](sql-ref-syntax-qry-select-hints.html)
2 changes: 1 addition & 1 deletion docs/sql-ref-syntax-qry-select.md
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Expand Up @@ -151,9 +151,9 @@ SELECT [ hints , ... ] [ ALL | DISTINCT ] { named_expression [ , ... ] }
* [DISTRIBUTE BY Clause](sql-ref-syntax-qry-select-distribute-by.html)
* [LIMIT Clause](sql-ref-syntax-qry-select-limit.html)
* [Common Table Expression](sql-ref-syntax-qry-select-cte.html)
* [Hints](sql-ref-syntax-qry-select-hints.html)
* [Inline Table](sql-ref-syntax-qry-select-inline-table.html)
* [JOIN](sql-ref-syntax-qry-select-join.html)
* [Join Hints](sql-ref-syntax-qry-select-hints.html)
* [LIKE Predicate](sql-ref-syntax-qry-select-like.html)
* [Set Operators](sql-ref-syntax-qry-select-setops.html)
* [TABLESAMPLE](sql-ref-syntax-qry-sampling.html)
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2 changes: 1 addition & 1 deletion docs/sql-ref-syntax-qry.md
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Expand Up @@ -37,9 +37,9 @@ ability to generate logical and physical plan for a given query using
* [DISTRIBUTE BY Clause](sql-ref-syntax-qry-select-distribute-by.html)
* [LIMIT Clause](sql-ref-syntax-qry-select-limit.html)
* [Common Table Expression](sql-ref-syntax-qry-select-cte.html)
* [Hints](sql-ref-syntax-qry-select-hints.html)
* [Inline Table](sql-ref-syntax-qry-select-inline-table.html)
* [JOIN](sql-ref-syntax-qry-select-join.html)
* [Join Hints](sql-ref-syntax-qry-select-hints.html)
* [LIKE Predicate](sql-ref-syntax-qry-select-like.html)
* [Set Operators](sql-ref-syntax-qry-select-setops.html)
* [TABLESAMPLE](sql-ref-syntax-qry-sampling.html)
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2 changes: 1 addition & 1 deletion docs/sql-ref-syntax.md
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Expand Up @@ -54,9 +54,9 @@ Spark SQL is Apache Spark's module for working with structured data. The SQL Syn
* [DISTRIBUTE BY Clause](sql-ref-syntax-qry-select-distribute-by.html)
* [GROUP BY Clause](sql-ref-syntax-qry-select-groupby.html)
* [HAVING Clause](sql-ref-syntax-qry-select-having.html)
* [Hints](sql-ref-syntax-qry-select-hints.html)
* [Inline Table](sql-ref-syntax-qry-select-inline-table.html)
* [JOIN](sql-ref-syntax-qry-select-join.html)
* [Join Hints](sql-ref-syntax-qry-select-hints.html)
* [LIKE Predicate](sql-ref-syntax-qry-select-like.html)
* [LIMIT Clause](sql-ref-syntax-qry-select-limit.html)
* [ORDER BY Clause](sql-ref-syntax-qry-select-orderby.html)
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