diff --git a/planner/core/cbo_test.go b/planner/core/cbo_test.go index 2bd17ee0dbfcc..9f654b0b4da75 100644 --- a/planner/core/cbo_test.go +++ b/planner/core/cbo_test.go @@ -805,6 +805,38 @@ func (s *testAnalyzeSuite) TestLimitCrossEstimation(c *C) { } } +func (s *testAnalyzeSuite) TestLowSelIndexGreedySearch(c *C) { + defer testleak.AfterTest(c)() + store, dom, err := newStoreWithBootstrap() + c.Assert(err, IsNil) + testKit := testkit.NewTestKit(c, store) + defer func() { + dom.Close() + store.Close() + }() + testKit.MustExec("use test") + testKit.MustExec("drop table if exists t") + testKit.MustExec("create table t (a varchar(32) default null, b varchar(10) default null, c varchar(12) default null, d varchar(32) default null, e bigint(10) default null, key idx1 (d,a), key idx2 (a,c), key idx3 (c,b), key idx4 (e))") + err = s.loadTableStats("analyzeSuiteTestLowSelIndexGreedySearchT.json", dom) + c.Assert(err, IsNil) + var input []string + var output []struct { + SQL string + Plan []string + } + // The test purposes are: + // - index `idx2` runs much faster than `idx4` experimentally; + // - estimated row count of IndexLookUp should be 0; + s.testData.GetTestCases(c, &input, &output) + for i, tt := range input { + s.testData.OnRecord(func() { + output[i].SQL = tt + output[i].Plan = s.testData.ConvertRowsToStrings(testKit.MustQuery(tt).Rows()) + }) + testKit.MustQuery(tt).Check(testkit.Rows(output[i].Plan...)) + } +} + func (s *testAnalyzeSuite) TestUpdateProjEliminate(c *C) { store, dom, err := newStoreWithBootstrap() c.Assert(err, IsNil) diff --git a/planner/core/testdata/analyzeSuiteTestLowSelIndexGreedySearchT.json b/planner/core/testdata/analyzeSuiteTestLowSelIndexGreedySearchT.json new file mode 100644 index 0000000000000..ca4a0120899bc --- /dev/null +++ b/planner/core/testdata/analyzeSuiteTestLowSelIndexGreedySearchT.json @@ -0,0 +1,99365 @@ +{ + "database_name": "test", + "table_name": "t", + "columns": { + "b": { + "histogram": { + "ndv": 2, + "buckets": [ + { + "count": 87399192, + "lower_bound": "QUxT", + "upper_bound": "RUNP", + "repeats": 87215220 + } + ] + }, + "cm_sketch": { + "rows": [ + { + "counters": [ + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, 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a/planner/core/testdata/analyze_suite_in.json +++ b/planner/core/testdata/analyze_suite_in.json @@ -116,6 +116,12 @@ "explain select (select concat(t1.a, \",\", t1.b) from t t1 where t1.a=t.a and t1.c=t.c) from t" ] }, + { + "name": "TestLowSelIndexGreedySearch", + "cases": [ + "explain select max(e) from t where a='T3382' and b='ECO' and c='TOPIC' and d='23660fa1ace9455cb7f3ee831e14a342'" + ] + }, { "name": "TestEmptyTable", "cases": [ diff --git a/planner/core/testdata/analyze_suite_out.json b/planner/core/testdata/analyze_suite_out.json index 5457b33c98c06..2457bedf1c779 100644 --- a/planner/core/testdata/analyze_suite_out.json +++ b/planner/core/testdata/analyze_suite_out.json @@ -290,6 +290,22 @@ ] ] }, + { + "Name": "TestLowSelIndexGreedySearch", + "Cases": [ + { + "SQL": "explain select max(e) from t where a='T3382' and b='ECO' and c='TOPIC' and d='23660fa1ace9455cb7f3ee831e14a342'", + "Plan": [ + "StreamAgg_14 1.00 root funcs:max(test.t.e)->Column#7", + "└─TopN_17 0.00 root test.t.e:desc, offset:0, count:1", + " └─IndexLookUp_49 0.00 root ", + " ├─IndexRangeScan_46(Build) 0.00 cop[tikv] table:t, index:idx2(a, c) range:[\"T3382\" \"TOPIC\",\"T3382\" \"TOPIC\"], keep order:false", + " └─Selection_48(Probe) 0.00 cop[tikv] eq(test.t.b, \"ECO\"), eq(test.t.d, \"23660fa1ace9455cb7f3ee831e14a342\"), not(isnull(test.t.e))", + " └─TableRowIDScan_47 0.00 cop[tikv] table:t keep order:false" + ] + } + ] + }, { "Name": "TestEmptyTable", "Cases": [ diff --git a/statistics/selectivity.go b/statistics/selectivity.go index 0760778654172..cdb5d862324ca 100644 --- a/statistics/selectivity.go +++ b/statistics/selectivity.go @@ -342,7 +342,7 @@ func GetUsableSetsByGreedy(nodes []*StatsNode) (newBlocks []*StatsNode) { mask := int64(math.MaxInt64) for { // Choose the index that covers most. - bestID, bestCount, bestTp, bestNumCols, bestMask := -1, 0, ColType, 0, int64(0) + bestID, bestCount, bestTp, bestNumCols, bestMask, bestSel := -1, 0, ColType, 0, int64(0), float64(0) for i, set := range nodes { if marked[i] { continue @@ -362,8 +362,16 @@ func GetUsableSetsByGreedy(nodes []*StatsNode) (newBlocks []*StatsNode) { // (1): The stats type, always prefer the primary key or index. // (2): The number of expression that it covers, the more the better. // (3): The number of columns that it contains, the less the better. - if (bestTp == ColType && set.Tp != ColType) || bestCount < bits || (bestCount == bits && bestNumCols > set.numCols) { - bestID, bestCount, bestTp, bestNumCols, bestMask = i, bits, set.Tp, set.numCols, curMask + // (4): The selectivity of the covered conditions, the less the better. + // The rationale behind is that lower selectivity tends to reflect more functional dependencies + // between columns. It's hard to decide the priority of this rule against rule 2 and 3, in order + // to avoid massive plan changes between tidb-server versions, I adopt this conservative strategy + // to impose this rule after rule 2 and 3. + if (bestTp == ColType && set.Tp != ColType) || + bestCount < bits || + (bestCount == bits && bestNumCols > set.numCols) || + (bestCount == bits && bestNumCols == set.numCols && bestSel > set.Selectivity) { + bestID, bestCount, bestTp, bestNumCols, bestMask, bestSel = i, bits, set.Tp, set.numCols, curMask, set.Selectivity } } if bestCount == 0 {