Hello Aman Sinha, Daniel Becker, Abhishek Rawat, David Rorke, Csaba Ringhofer,
Impala Public Jenkins,
I'd like you to reexamine a change. Please visit
http://gerrit.cloudera.org:8080/20498
to look at the new patch set (#7).
Change subject: IMPALA-12018: Consider runtime filter for cardinality reduction
......................................................................
IMPALA-12018: Consider runtime filter for cardinality reduction
Currently Impala creates a plan first and looks for runtime filters
based on the complete plan. This means cardinality estimate in the query
plan does not incorporate runtime filter selectivity. Actual scan
cardinality from runtime execution is often much lower that the
cardinality estimate due to existence of runtime filter.
This patch applies runtime filter selectivity to lower cardinality
estimates of scan nodes and certain join nodes above them after runtime
filter generation and before resource requirement computation. The
algorithm selects a contiguous probe pipeline consisting of a scan node,
exchanges, and reducing join nodes. Depending on whether the join node
produces a runtime filter and the type of that runtime filter, it then
applies the runtime filter selectivity to the scan node to reduce its
cardinality and input cardinality estimate. The runtime filter
selectivity is calculated with the simplest join cardinality
formula (JoinNode.computeGenericJoinCardinality()).
While this cardinality reduction is present in all execution
modes (MT_DOP=0, MT_DOP>0, and COMPUTE_PROCESSING_COST=1), cost-based
planning mode will be the primary beneficiary of this patch. It can lead
towards ProcessingCost reduction, lower scan fragment parallelism, and
increase chance of query assignment to the smaller executor group set.
Other execution mode will see no change in their execution parallelism.
This patch also adds development query option named
RUNTIME_FILTER_CARDINALITY_REDUCTION_SCALE to help with benchmarking and
disabling cardinality reduction if needed (by setting to 0.0).
Testing:
- Pass test_executor_groups.py.
- Pass PlannerTest#testProcessingCost.
- Add be test QueryOptions.SetFractionalOptions
- Pass core tests.
Change-Id: I033789c9b63a8188484e3afde8e646563918b3e1
---
M be/src/service/query-options-test.cc
M be/src/service/query-options.cc
M be/src/service/query-options.h
M common/thrift/ImpalaService.thrift
M common/thrift/Query.thrift
M fe/src/main/java/org/apache/impala/planner/ExchangeNode.java
M fe/src/main/java/org/apache/impala/planner/HdfsScanNode.java
M fe/src/main/java/org/apache/impala/planner/JoinNode.java
M fe/src/main/java/org/apache/impala/planner/PlanNode.java
M fe/src/main/java/org/apache/impala/planner/Planner.java
M fe/src/main/java/org/apache/impala/planner/RuntimeFilterGenerator.java
M fe/src/main/java/org/apache/impala/planner/ScanNode.java
M fe/src/main/java/org/apache/impala/service/Frontend.java
M testdata/workloads/functional-planner/queries/PlannerTest/aggregation.test
M
testdata/workloads/functional-planner/queries/PlannerTest/bloom-filter-assignment.test
M testdata/workloads/functional-planner/queries/PlannerTest/convert-to-cnf.test
M
testdata/workloads/functional-planner/queries/PlannerTest/explain-verbose-mt_dop.test
M
testdata/workloads/functional-planner/queries/PlannerTest/fk-pk-join-detection.test
M testdata/workloads/functional-planner/queries/PlannerTest/max-row-size.test
M
testdata/workloads/functional-planner/queries/PlannerTest/nested-collections.test
M
testdata/workloads/functional-planner/queries/PlannerTest/outer-to-inner-joins.test
M
testdata/workloads/functional-planner/queries/PlannerTest/predicate-propagation.test
M
testdata/workloads/functional-planner/queries/PlannerTest/resource-requirements.test
M
testdata/workloads/functional-planner/queries/PlannerTest/spillable-buffer-sizing.test
M
testdata/workloads/functional-planner/queries/PlannerTest/tpcds-dist-method.test
M
testdata/workloads/functional-planner/queries/PlannerTest/tpcds-processing-cost.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q01.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q03.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q04.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q07.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q08.test
M
testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q10a.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q11.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q12.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q13.test
M
testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q14a.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q15.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q16.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q17.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q18.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q19.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q20.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q21.test
M
testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q23a.test
M
testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q23b.test
M
testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q24a.test
M
testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q24b.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q25.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q26.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q27.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q29.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q30.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q31.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q32.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q33.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q34.test
M
testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q35a.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q36.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q37.test
M
testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q39a.test
M
testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q39b.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q40.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q42.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q43.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q44.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q45.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q46.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q47.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q48.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q49.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q52.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q53.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q54.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q55.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q56.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q57.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q60.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q61.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q63.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q64.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q66.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q68.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q69.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q71.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q73.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q74.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q75.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q76.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q78.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q79.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q80.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q81.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q82.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q83.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q84.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q85.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q88.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q89.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q90.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q91.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q92.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q94.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q95.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q96.test
M testdata/workloads/functional-planner/queries/PlannerTest/tpcds/tpcds-q98.test
105 files changed, 1,342 insertions(+), 996 deletions(-)
git pull ssh://gerrit.cloudera.org:29418/Impala-ASF refs/changes/98/20498/7
--
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Gerrit-Project: Impala-ASF
Gerrit-Branch: master
Gerrit-MessageType: newpatchset
Gerrit-Change-Id: I033789c9b63a8188484e3afde8e646563918b3e1
Gerrit-Change-Number: 20498
Gerrit-PatchSet: 7
Gerrit-Owner: Riza Suminto <riza.sumi...@cloudera.com>
Gerrit-Reviewer: Abhishek Rawat <ara...@cloudera.com>
Gerrit-Reviewer: Aman Sinha <amsi...@cloudera.com>
Gerrit-Reviewer: Csaba Ringhofer <csringho...@cloudera.com>
Gerrit-Reviewer: Daniel Becker <daniel.bec...@cloudera.com>
Gerrit-Reviewer: David Rorke <dro...@cloudera.com>
Gerrit-Reviewer: Impala Public Jenkins <impala-public-jenk...@cloudera.com>
Gerrit-Reviewer: Riza Suminto <riza.sumi...@cloudera.com>
