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### What changes were proposed in this pull request? Document updated for `CACHE TABLE` & `UNCACHE TABLE` ### Why are the changes needed? Cache table creates a temp view while caching data using `CACHE TABLE name AS query`. `UNCACHE TABLE` does not remove this temp view. These things were not mentioned in the existing doc for `CACHE TABLE` & `UNCACHE TABLE`. ### Does this PR introduce any user-facing change? Document updated for `CACHE TABLE` & `UNCACHE TABLE` command. ### How was this patch tested? Manually Closes #27090 from iRakson/SPARK-27545. Lead-authored-by: root1 <raksonrakesh@gmail.com> Co-authored-by: iRakson <raksonrakesh@gmail.com> Signed-off-by: Wenchen Fan <wenchen@databricks.com>
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layout | title | displayTitle | license |
---|---|---|---|
global | CACHE TABLE | CACHE TABLE | Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to You under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. |
Description
CACHE TABLE
statement caches contents of a table or output of a query with the given storage level. If a query is cached, then a temp view will be created for this query.
This reduces scanning of the original files in future queries.
Syntax
{% highlight sql %} CACHE [ LAZY ] TABLE table_identifier [ OPTIONS ( 'storageLevel' [ = ] value ) ] [ [ AS ] query ] {% endhighlight %}
Parameters
LAZY
- Only cache the table when it is first used, instead of immediately.
table_identifier
-
Specifies the table or view name to be cached. The table or view name may be optionally qualified with a database name.
Syntax:[ database_name. ] table_name
OPTIONS ( 'storageLevel' [ = ] value )
-
OPTIONS
clause withstorageLevel
key and value pair. A Warning is issued when a key other thanstorageLevel
is used. The valid options forstorageLevel
are:NONE
DISK_ONLY
DISK_ONLY_2
MEMORY_ONLY
MEMORY_ONLY_2
MEMORY_ONLY_SER
MEMORY_ONLY_SER_2
MEMORY_AND_DISK
MEMORY_AND_DISK_2
MEMORY_AND_DISK_SER
MEMORY_AND_DISK_SER_2
OFF_HEAP
storageLevel
. IfstorageLevel
is not explicitly set usingOPTIONS
clause, the defaultstorageLevel
is set toMEMORY_AND_DISK
.
query
- A query that produces the rows to be cached. It can be in one of following formats:
- a
SELECT
statement - a
TABLE
statement - a
FROM
statement
- a
Examples
{% highlight sql %} CACHE TABLE testCache OPTIONS ('storageLevel' 'DISK_ONLY') SELECT * FROM testData; {% endhighlight %}