hive-dev mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "Kevin Wilfong" <kevinwilf...@fb.com>
Subject Re: Review Request: Use sorted nature of compact indexes
Date Tue, 01 Nov 2011 18:17:32 GMT

-----------------------------------------------------------
This is an automatically generated e-mail. To reply, visit:
https://reviews.apache.org/r/2605/#review2988
-----------------------------------------------------------



trunk/ql/src/java/org/apache/hadoop/hive/ql/index/compact/CompactIndexHandler.java
<https://reviews.apache.org/r/2605/#comment6700>

    findNonPartitionFilter modifies the conf of the FilterOperator for the index column to
mark it as the one on which the data is sorted.
    
    See line 239



trunk/ql/src/java/org/apache/hadoop/hive/ql/index/compact/CompactIndexHandler.java
<https://reviews.apache.org/r/2605/#comment6703>

    the boolean useSorted used at line 186 in the if statement surrounding the call to this
method is set to true iff the number of index columns being filtered on is 1 see line 277.


- Kevin


On 2011-10-29 01:39:50, Kevin Wilfong wrote:
> 
> -----------------------------------------------------------
> This is an automatically generated e-mail. To reply, visit:
> https://reviews.apache.org/r/2605/
> -----------------------------------------------------------
> 
> (Updated 2011-10-29 01:39:50)
> 
> 
> Review request for hive, Yongqiang He, Ning Zhang, and namit jain.
> 
> 
> Summary
> -------
> 
> The CompactIndexHandler determines if the reentrant query it creates is a candidate for
using the fact the index is sorted (it has an appropriate number of non-partition conditions,
and the query plan is of the form expected).  It sets the input format to HiveSortedInputFormat,
and marks the FilterOperator for the non-partition condition.
> 
> The HiveSortedInputFormat is extends HiveInputFormat, so its splits consist of data from
a single file, and its record reader is HiveBinarySearchRecordReader.  HiveBinarySearchRecordReader
starts by assuming it is performing a binary search.  It sets the appropriate flags in IOContext,
which acts as the means of communication between the FilterOperators and the record reader.
 The non-partition FilterOperator is responsible for executing a comparison between the value
in the row and column of interest and the constant.  It also provides the type of the generic
UDF.  It sets this data in the IOContext.  As long as the binary search continues the FilterOperators
do not forward rows to the operators below them.  The record reader uses the comparison and
the type of the generic UDF to execute a binary search on the underlying RCFile until it finds
the block of interest, or determines that if any block is of interest it is the last one.
 The search then proceeds linearly from the beginning of the identified block.  If ever in
the binary search a problem occurs, like the comparison fails for some reason, a linear search
begins from the beginning of the data which has yet to be eliminated.
> 
> Regardless of whether or not a binary search is performed, the record reader attempts
to end the linear search as soon as it can based on the comparison and the type of the generic
UDF.
> 
> 
> This addresses bug HIVE-2535.
>     https://issues.apache.org/jira/browse/HIVE-2535
> 
> 
> Diffs
> -----
> 
>   trunk/common/src/java/org/apache/hadoop/hive/conf/HiveConf.java 1183507 
>   trunk/conf/hive-default.xml 1183507 
>   trunk/ql/src/java/org/apache/hadoop/hive/ql/exec/ExprNodeGenericFuncEvaluator.java
1183507 
>   trunk/ql/src/java/org/apache/hadoop/hive/ql/exec/FilterOperator.java 1183507 
>   trunk/ql/src/java/org/apache/hadoop/hive/ql/index/compact/CompactIndexHandler.java
1183507 
>   trunk/ql/src/java/org/apache/hadoop/hive/ql/io/HiveBinarySearchRecordReader.java PRE-CREATION

>   trunk/ql/src/java/org/apache/hadoop/hive/ql/io/HiveInputFormat.java 1183507 
>   trunk/ql/src/java/org/apache/hadoop/hive/ql/io/HiveRecordReader.java 1183507 
>   trunk/ql/src/java/org/apache/hadoop/hive/ql/io/HiveSortedInputFormat.java PRE-CREATION

>   trunk/ql/src/java/org/apache/hadoop/hive/ql/io/IOContext.java 1183507 
>   trunk/ql/src/java/org/apache/hadoop/hive/ql/io/RCFile.java 1183507 
>   trunk/ql/src/java/org/apache/hadoop/hive/ql/io/RCFileRecordReader.java 1183507 
>   trunk/ql/src/java/org/apache/hadoop/hive/ql/plan/FilterDesc.java 1183507 
>   trunk/ql/src/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDFBaseCompare.java
1183507 
>   trunk/ql/src/test/org/apache/hadoop/hive/ql/hooks/VerifyHiveSortedInputFormatUsedHook.java
PRE-CREATION 
>   trunk/ql/src/test/org/apache/hadoop/hive/ql/io/TestHiveBinarySearchRecordReader.java
PRE-CREATION 
>   trunk/ql/src/test/queries/clientpositive/index_compact_binary_search.q PRE-CREATION

>   trunk/ql/src/test/results/clientpositive/index_compact_binary_search.q.out PRE-CREATION

> 
> Diff: https://reviews.apache.org/r/2605/diff
> 
> 
> Testing
> -------
> 
> I added a test to verify the functionality of the HiveBinarySearchRecordReader.
> 
> I also added a .q file to test that this returns the correct results when the underlying
index is stored in an RCFile and when it is stored in as a text file, with all of the supported
operators.
> 
> I ran the .q files to verify they still pass.
> 
> I ran some queries to verify there was a CPU benefit to doing this.  I saw as much as
a 45% reduction in the total CPU used by the map reduce job to scan the index, for a large
data set. 
> 
> 
> Thanks,
> 
> Kevin
> 
>


Mime
  • Unnamed multipart/alternative (inline, None, 0 bytes)
View raw message