Taras Bobrovytsky has uploaded a new patch set (#5). ( http://gerrit.cloudera.org:8080/8309 )
Change subject: IMPALA-5019: Decimal V2 addition ...................................................................... IMPALA-5019: Decimal V2 addition In this patch, we implement the new decimal return type rules for addition expressions. These rules become active when the query option DECIMAL_V2 is enabled. The algorithm for determining the type of the result is described in the JIRA. DECIMAL V1: +----------------------------------------------------------------+ | typeof(cast(1 as decimal(38,0)) + cast(0.1 as decimal(38,38))) | +----------------------------------------------------------------+ | DECIMAL(38,38) | +----------------------------------------------------------------+ DECIMAL V2: +----------------------------------------------------------------+ | typeof(cast(1 as decimal(38,0)) + cast(0.1 as decimal(38,38))) | +----------------------------------------------------------------+ | DECIMAL(38,6) | +----------------------------------------------------------------+ This patch required backend changes. We implement an algorithm where we handle the whole and fractional parts separately, and then combine them to get the final result. This is more complex and slower. We try to avoid this by first checking if the result would fit into int128. Testing: - Added expr tests. - Tested locally on my machine with a script that generates random decimal numbers and checks that Impala adds them correctly. Performance: For the common case, performance remains the same. select cast(2.2 as decimal(18, 1) + cast(2.2 as decimal(18, 1) BEFORE: 4.74s AFTER: 4.73s In this case, we check if it is necessary to do the complex addition, and it turns out to be not necessary. We see a slowdown because the result needs to be scaled down by dividing. select cast(2.2 as decimal(38, 19) + cast(2.2 as decimal(38, 19) BEFORE: 1.63s AFTER: 13.57s In following case, we take the most complex path and see the most signification perfmance hit. select cast(7.5 as decimal(38,37)) + cast(2.2 as decimal(38,37)) BEFORE: 1.63s AFTER: 20.57 Change-Id: I401049c56d910eb1546a178c909c923b01239336 --- M be/src/exprs/expr-test.cc M be/src/runtime/decimal-value.h M be/src/runtime/decimal-value.inline.h M fe/src/main/java/org/apache/impala/analysis/TypesUtil.java M fe/src/test/java/org/apache/impala/analysis/AnalyzeExprsTest.java 5 files changed, 386 insertions(+), 76 deletions(-) git pull ssh://gerrit.cloudera.org:29418/Impala-ASF refs/changes/09/8309/5 -- To view, visit http://gerrit.cloudera.org:8080/8309 To unsubscribe, visit http://gerrit.cloudera.org:8080/settings Gerrit-Project: Impala-ASF Gerrit-Branch: master Gerrit-MessageType: newpatchset Gerrit-Change-Id: I401049c56d910eb1546a178c909c923b01239336 Gerrit-Change-Number: 8309 Gerrit-PatchSet: 5 Gerrit-Owner: Taras Bobrovytsky <tbobrovyt...@cloudera.com> Gerrit-Reviewer: Dan Hecht <dhe...@cloudera.com> Gerrit-Reviewer: Michael Ho <k...@cloudera.com> Gerrit-Reviewer: Taras Bobrovytsky <tbobrovyt...@cloudera.com> Gerrit-Reviewer: Tim Armstrong <tarmstr...@cloudera.com> Gerrit-Reviewer: Zach Amsden <zams...@cloudera.com>
