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planner: Move the Selectivity function from the stats package into ca…
…rdinality package (pingcap#46359) ref pingcap#46358
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load("@io_bazel_rules_go//go:def.bzl", "go_library", "go_test") | ||
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go_library( | ||
name = "cardinality", | ||
srcs = [ | ||
"pseudo.go", | ||
"selectivity.go", | ||
"trace.go", | ||
], | ||
importpath = "github.com/pingcap/tidb/planner/cardinality", | ||
visibility = ["//visibility:public"], | ||
deps = [ | ||
"//expression", | ||
"//parser/ast", | ||
"//parser/format", | ||
"//parser/mysql", | ||
"//planner/util", | ||
"//planner/util/debugtrace", | ||
"//sessionctx", | ||
"//statistics", | ||
"//types", | ||
"//types/parser_driver", | ||
"//util/chunk", | ||
"//util/logutil", | ||
"//util/ranger", | ||
"//util/tracing", | ||
"@com_github_pingcap_errors//:errors", | ||
"@org_golang_x_exp//maps", | ||
"@org_uber_go_zap//:zap", | ||
], | ||
) | ||
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go_test( | ||
name = "cardinality_test", | ||
timeout = "short", | ||
srcs = [ | ||
"main_test.go", | ||
"selectivity_test.go", | ||
], | ||
data = glob(["testdata/**"]), | ||
embed = [":cardinality"], | ||
flaky = True, | ||
shard_count = 25, | ||
deps = [ | ||
"//config", | ||
"//domain", | ||
"//kv", | ||
"//parser/model", | ||
"//parser/mysql", | ||
"//planner/core", | ||
"//session", | ||
"//sessionctx", | ||
"//sessionctx/stmtctx", | ||
"//sessionctx/variable", | ||
"//statistics", | ||
"//statistics/handle", | ||
"//testkit", | ||
"//testkit/testdata", | ||
"//testkit/testmain", | ||
"//testkit/testsetup", | ||
"//types", | ||
"//util/codec", | ||
"//util/collate", | ||
"//util/mock", | ||
"//util/ranger", | ||
"@com_github_pingcap_failpoint//:failpoint", | ||
"@com_github_stretchr_testify//require", | ||
"@org_uber_go_goleak//:goleak", | ||
], | ||
) |
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// Copyright 2023 PingCAP, Inc. | ||
// | ||
// Licensed under the Apache License, Version 2.0 (the "License"); | ||
// you may not use this file except in compliance with the License. | ||
// You may obtain a copy of the License at | ||
// | ||
// http://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, software | ||
// distributed under the License is distributed on an "AS IS" BASIS, | ||
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
// See the License for the specific language governing permissions and | ||
// limitations under the License. | ||
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package cardinality | ||
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import ( | ||
"flag" | ||
"testing" | ||
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"github.com/pingcap/tidb/config" | ||
"github.com/pingcap/tidb/testkit/testdata" | ||
"github.com/pingcap/tidb/testkit/testmain" | ||
"github.com/pingcap/tidb/testkit/testsetup" | ||
"go.uber.org/goleak" | ||
) | ||
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var testDataMap = make(testdata.BookKeeper, 3) | ||
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func TestMain(m *testing.M) { | ||
testsetup.SetupForCommonTest() | ||
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if !flag.Parsed() { | ||
flag.Parse() | ||
} | ||
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config.UpdateGlobal(func(conf *config.Config) { | ||
conf.TiKVClient.AsyncCommit.SafeWindow = 0 | ||
conf.TiKVClient.AsyncCommit.AllowedClockDrift = 0 | ||
}) | ||
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testDataMap.LoadTestSuiteData("testdata", "cardinality_suite") | ||
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opts := []goleak.Option{ | ||
goleak.IgnoreTopFunction("github.com/golang/glog.(*fileSink).flushDaemon"), | ||
goleak.IgnoreTopFunction("github.com/lestrrat-go/httprc.runFetchWorker"), | ||
goleak.IgnoreTopFunction("go.etcd.io/etcd/client/pkg/v3/logutil.(*MergeLogger).outputLoop"), | ||
goleak.IgnoreTopFunction("go.opencensus.io/stats/view.(*worker).start"), | ||
} | ||
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callback := func(i int) int { | ||
testDataMap.GenerateOutputIfNeeded() | ||
return i | ||
} | ||
goleak.VerifyTestMain(testmain.WrapTestingM(m, callback), opts...) | ||
} | ||
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func GetCardinalitySuiteData() testdata.TestData { | ||
return testDataMap["cardinality_suite"] | ||
} | ||
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// MockStatsNode is only used for test. | ||
func MockStatsNode(id int64, m int64, num int) *StatsNode { | ||
return &StatsNode{ID: id, mask: m, numCols: num} | ||
} |
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// Copyright 2023 PingCAP, Inc. | ||
// | ||
// Licensed under the Apache License, Version 2.0 (the "License"); | ||
// you may not use this file except in compliance with the License. | ||
// You may obtain a copy of the License at | ||
// | ||
// http://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, software | ||
// distributed under the License is distributed on an "AS IS" BASIS, | ||
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
// See the License for the specific language governing permissions and | ||
// limitations under the License. | ||
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package cardinality | ||
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import ( | ||
"math" | ||
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"github.com/pingcap/tidb/expression" | ||
"github.com/pingcap/tidb/parser/ast" | ||
"github.com/pingcap/tidb/parser/mysql" | ||
"github.com/pingcap/tidb/statistics" | ||
) | ||
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const ( | ||
pseudoEqualRate = 1000 | ||
pseudoLessRate = 3 | ||
) | ||
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// If one condition can't be calculated, we will assume that the selectivity of this condition is 0.8. | ||
const selectionFactor = 0.8 | ||
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func pseudoSelectivity(coll *statistics.HistColl, exprs []expression.Expression) float64 { | ||
minFactor := selectionFactor | ||
colExists := make(map[string]bool) | ||
for _, expr := range exprs { | ||
fun, ok := expr.(*expression.ScalarFunction) | ||
if !ok { | ||
continue | ||
} | ||
colID := getConstantColumnID(fun.GetArgs()) | ||
if colID == unknownColumnID { | ||
continue | ||
} | ||
switch fun.FuncName.L { | ||
case ast.EQ, ast.NullEQ, ast.In: | ||
minFactor = math.Min(minFactor, 1.0/pseudoEqualRate) | ||
col, ok := coll.Columns[colID] | ||
if !ok { | ||
continue | ||
} | ||
colExists[col.Info.Name.L] = true | ||
if mysql.HasUniKeyFlag(col.Info.GetFlag()) { | ||
return 1.0 / float64(coll.RealtimeCount) | ||
} | ||
case ast.GE, ast.GT, ast.LE, ast.LT: | ||
minFactor = math.Min(minFactor, 1.0/pseudoLessRate) | ||
// FIXME: To resolve the between case. | ||
} | ||
} | ||
if len(colExists) == 0 { | ||
return minFactor | ||
} | ||
// use the unique key info | ||
for _, idx := range coll.Indices { | ||
if !idx.Info.Unique { | ||
continue | ||
} | ||
unique := true | ||
for _, col := range idx.Info.Columns { | ||
if !colExists[col.Name.L] { | ||
unique = false | ||
break | ||
} | ||
} | ||
if unique { | ||
return 1.0 / float64(coll.RealtimeCount) | ||
} | ||
} | ||
return minFactor | ||
} |
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