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Posted to reviews@impala.apache.org by "Xianqing He (Code Review)" <ge...@cloudera.org> on 2021/08/05 05:34:21 UTC

[Impala-ASF-CR] IMPALA-10806: Create single node plan slowdown when hundreds of inline views are joined

Xianqing He has uploaded a new patch set (#8). ( http://gerrit.cloudera.org:8080/17712 )

Change subject: IMPALA-10806: Create single node plan slowdown when hundreds of inline views are joined
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IMPALA-10806: Create single node plan slowdown when hundreds of inline views are joined

Creating a single node plan for the following SQL sometime can slowdown,
with about hundreds of inlineviews to join, and view1, view2... outputs
hundreds of expressions.

select c1 from (select c1, id from view1 where c1 > 10) t1 join (select
c2, id from view2 where c1 > 10) t2 on t1.id = t2.id join ...

The reasons for the slow generation of plans are as follows
1. Many auxiliary predicates are added to GlobalState.conjuncts causing
performance degradation of Analyzer#getUnassignedConjuncts
2. In SingleNodePlanner#createInlineViewPlan the output smap is the
composition of the inline view's smap and the output smap of the inline
view's plan root. Multiple inline view joins cause
ExprSubstitutionMap#compose performance to degrade.

For 1, add GlobalState.conjunctsWithoutAuxExpr to save the registered
conjuncts without auxiliary predicate.
For 2, remove expressions from outputSmap that are not used according
to baseSmap.

Testing:
 Add test tests/query_test/test_query_compilation.py
 Repro query created single node plan went from 2.3 sec to 0.3 sec.

Change-Id: Ifb4011b6167a0e61438a73c4dba6f1cd0a4e8c6a
---
M fe/src/main/java/org/apache/impala/analysis/Analyzer.java
M fe/src/main/java/org/apache/impala/analysis/ExprSubstitutionMap.java
M fe/src/main/java/org/apache/impala/planner/SingleNodePlanner.java
A tests/query_test/test_query_compilation.py
4 files changed, 74 insertions(+), 4 deletions(-)


  git pull ssh://gerrit.cloudera.org:29418/Impala-ASF refs/changes/12/17712/8
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Gerrit-Project: Impala-ASF
Gerrit-Branch: master
Gerrit-MessageType: newpatchset
Gerrit-Change-Id: Ifb4011b6167a0e61438a73c4dba6f1cd0a4e8c6a
Gerrit-Change-Number: 17712
Gerrit-PatchSet: 8
Gerrit-Owner: Xianqing He <he...@126.com>
Gerrit-Reviewer: Aman Sinha <am...@cloudera.com>
Gerrit-Reviewer: Impala Public Jenkins <im...@cloudera.com>
Gerrit-Reviewer: Qifan Chen <qc...@cloudera.com>
Gerrit-Reviewer: Quanlong Huang <hu...@gmail.com>
Gerrit-Reviewer: Xianqing He <he...@126.com>