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This is an automated cherry-pick of pingcap#45962
Signed-off-by: ti-chi-bot <[email protected]>
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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 analyze | ||
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import ( | ||
"bytes" | ||
"fmt" | ||
"testing" | ||
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"github.com/pingcap/failpoint" | ||
"github.com/pingcap/tidb/config" | ||
"github.com/pingcap/tidb/domain" | ||
"github.com/pingcap/tidb/parser/model" | ||
"github.com/pingcap/tidb/sessionctx/variable" | ||
"github.com/pingcap/tidb/statistics/handle" | ||
"github.com/pingcap/tidb/testkit" | ||
"github.com/stretchr/testify/require" | ||
) | ||
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// nolint:unused | ||
func checkForGlobalStatsWithOpts(t *testing.T, dom *domain.Domain, db, tt, pp string, topn, buckets int) { | ||
tbl, err := dom.InfoSchema().TableByName(model.NewCIStr(db), model.NewCIStr(tt)) | ||
require.NoError(t, err) | ||
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tblInfo := tbl.Meta() | ||
physicalID := tblInfo.ID | ||
if pp != "global" { | ||
for _, def := range tbl.Meta().GetPartitionInfo().Definitions { | ||
if def.Name.L == pp { | ||
physicalID = def.ID | ||
} | ||
} | ||
} | ||
tblStats, err := dom.StatsHandle().TableStatsFromStorage(tblInfo, physicalID, true, 0) | ||
require.NoError(t, err) | ||
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delta := buckets/2 + 10 | ||
for _, idxStats := range tblStats.Indices { | ||
if len(idxStats.Buckets) == 0 { | ||
continue // it's not loaded | ||
} | ||
numTopN := idxStats.TopN.Num() | ||
numBuckets := len(idxStats.Buckets) | ||
// since the hist-building algorithm doesn't stipulate the final bucket number to be equal to the expected number exactly, | ||
// we have to check the results by a range here. | ||
require.Equal(t, topn, numTopN) | ||
require.GreaterOrEqual(t, numBuckets, buckets-delta) | ||
require.LessOrEqual(t, numBuckets, buckets+delta) | ||
} | ||
for _, colStats := range tblStats.Columns { | ||
if len(colStats.Buckets) == 0 { | ||
continue // it's not loaded | ||
} | ||
numTopN := colStats.TopN.Num() | ||
numBuckets := len(colStats.Buckets) | ||
require.Equal(t, topn, numTopN) | ||
require.GreaterOrEqual(t, numBuckets, buckets-delta) | ||
require.LessOrEqual(t, numBuckets, buckets+delta) | ||
} | ||
} | ||
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// nolint:unused | ||
func prepareForGlobalStatsWithOptsV2(t *testing.T, dom *domain.Domain, tk *testkit.TestKit, tblName, dbName string) { | ||
tk.MustExec("create database if not exists " + dbName) | ||
tk.MustExec("use " + dbName) | ||
tk.MustExec("drop table if exists " + tblName) | ||
tk.MustExec(` create table ` + tblName + ` (a int, key(a)) partition by range (a) ` + | ||
`(partition p0 values less than (100000), partition p1 values less than (200000))`) | ||
buf1 := bytes.NewBufferString("insert into " + tblName + " values (0)") | ||
buf2 := bytes.NewBufferString("insert into " + tblName + " values (100000)") | ||
for i := 0; i < 1000; i++ { | ||
buf1.WriteString(fmt.Sprintf(", (%v)", 2)) | ||
buf2.WriteString(fmt.Sprintf(", (%v)", 100002)) | ||
buf1.WriteString(fmt.Sprintf(", (%v)", 1)) | ||
buf2.WriteString(fmt.Sprintf(", (%v)", 100001)) | ||
buf1.WriteString(fmt.Sprintf(", (%v)", 0)) | ||
buf2.WriteString(fmt.Sprintf(", (%v)", 100000)) | ||
} | ||
for i := 0; i < 5000; i += 3 { | ||
buf1.WriteString(fmt.Sprintf(", (%v)", i)) | ||
buf2.WriteString(fmt.Sprintf(", (%v)", 100000+i)) | ||
} | ||
tk.MustExec(buf1.String()) | ||
tk.MustExec(buf2.String()) | ||
tk.MustExec("set @@tidb_analyze_version=2") | ||
tk.MustExec("set @@tidb_partition_prune_mode='dynamic'") | ||
require.NoError(t, dom.StatsHandle().DumpStatsDeltaToKV(handle.DumpAll)) | ||
} | ||
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// nolint:unused | ||
func prepareForGlobalStatsWithOpts(t *testing.T, dom *domain.Domain, tk *testkit.TestKit, tblName, dbName string) { | ||
tk.MustExec("create database if not exists " + dbName) | ||
tk.MustExec("use " + dbName) | ||
tk.MustExec("drop table if exists " + tblName) | ||
tk.MustExec(` create table ` + tblName + ` (a int, key(a)) partition by range (a) ` + | ||
`(partition p0 values less than (100000), partition p1 values less than (200000))`) | ||
buf1 := bytes.NewBufferString("insert into " + tblName + " values (0)") | ||
buf2 := bytes.NewBufferString("insert into " + tblName + " values (100000)") | ||
for i := 0; i < 5000; i += 3 { | ||
buf1.WriteString(fmt.Sprintf(", (%v)", i)) | ||
buf2.WriteString(fmt.Sprintf(", (%v)", 100000+i)) | ||
} | ||
for i := 0; i < 1000; i++ { | ||
buf1.WriteString(fmt.Sprintf(", (%v)", 0)) | ||
buf2.WriteString(fmt.Sprintf(", (%v)", 100000)) | ||
} | ||
tk.MustExec(buf1.String()) | ||
tk.MustExec(buf2.String()) | ||
tk.MustExec("set @@tidb_analyze_version=2") | ||
tk.MustExec("set @@tidb_partition_prune_mode='dynamic'") | ||
require.NoError(t, dom.StatsHandle().DumpStatsDeltaToKV(handle.DumpAll)) | ||
} | ||
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func TestAnalyzeVirtualCol(t *testing.T) { | ||
store := testkit.CreateMockStore(t) | ||
tk := testkit.NewTestKit(t, store) | ||
tk.MustExec("use test") | ||
tk.MustExec("drop table if exists t") | ||
tk.MustExec("create table t(a int, b int generated always as (-a) virtual, c int generated always as (-a) stored, index (c))") | ||
tk.MustExec("insert into t(a) values(2),(1),(1),(3),(NULL)") | ||
tk.MustExec("set @@tidb_analyze_version = 2") | ||
tk.MustExec("analyze table t") | ||
require.Len(t, tk.MustQuery("show stats_histograms where table_name ='t'").Rows(), 3) | ||
} | ||
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func TestAnalyzeGlobalStatsWithOpts1(t *testing.T) { | ||
store, dom := testkit.CreateMockStoreAndDomain(t) | ||
tk := testkit.NewTestKit(t, store) | ||
prepareForGlobalStatsWithOpts(t, dom, tk, "test_gstats_opt", "test_gstats_opt") | ||
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// nolint:unused | ||
type opt struct { | ||
topn int | ||
buckets int | ||
err bool | ||
} | ||
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cases := []opt{ | ||
{1, 37, false}, | ||
{2, 47, false}, | ||
{10, 77, false}, | ||
{77, 219, false}, | ||
{-31, 222, true}, | ||
{10, -77, true}, | ||
{100000, 47, true}, | ||
{77, 47000, true}, | ||
} | ||
for _, ca := range cases { | ||
sql := fmt.Sprintf("analyze table test_gstats_opt with %v topn, %v buckets", ca.topn, ca.buckets) | ||
if !ca.err { | ||
tk.MustExec(sql) | ||
checkForGlobalStatsWithOpts(t, dom, "test_gstats_opt", "test_gstats_opt", "global", ca.topn, ca.buckets) | ||
checkForGlobalStatsWithOpts(t, dom, "test_gstats_opt", "test_gstats_opt", "p0", ca.topn, ca.buckets) | ||
checkForGlobalStatsWithOpts(t, dom, "test_gstats_opt", "test_gstats_opt", "p1", ca.topn, ca.buckets) | ||
} else { | ||
err := tk.ExecToErr(sql) | ||
require.Error(t, err) | ||
} | ||
} | ||
} | ||
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func TestAnalyzeGlobalStatsWithOpts2(t *testing.T) { | ||
store, dom := testkit.CreateMockStoreAndDomain(t) | ||
tk := testkit.NewTestKit(t, store) | ||
originalVal1 := tk.MustQuery("select @@tidb_persist_analyze_options").Rows()[0][0].(string) | ||
defer func() { | ||
tk.MustExec(fmt.Sprintf("set global tidb_persist_analyze_options = %v", originalVal1)) | ||
}() | ||
tk.MustExec("set global tidb_persist_analyze_options=false") | ||
prepareForGlobalStatsWithOptsV2(t, dom, tk, "test_gstats_opt2", "test_gstats_opt2") | ||
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tk.MustExec("analyze table test_gstats_opt2 with 2 topn, 10 buckets, 1000 samples") | ||
checkForGlobalStatsWithOpts(t, dom, "test_gstats_opt2", "test_gstats_opt2", "global", 2, 10) | ||
checkForGlobalStatsWithOpts(t, dom, "test_gstats_opt2", "test_gstats_opt2", "p0", 2, 10) | ||
checkForGlobalStatsWithOpts(t, dom, "test_gstats_opt2", "test_gstats_opt2", "p1", 2, 10) | ||
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// analyze a partition to let its options be different with others' | ||
tk.MustExec("analyze table test_gstats_opt2 partition p0 with 3 topn, 20 buckets") | ||
checkForGlobalStatsWithOpts(t, dom, "test_gstats_opt2", "test_gstats_opt2", "global", 3, 20) // use new options | ||
checkForGlobalStatsWithOpts(t, dom, "test_gstats_opt2", "test_gstats_opt2", "p0", 3, 20) | ||
checkForGlobalStatsWithOpts(t, dom, "test_gstats_opt2", "test_gstats_opt2", "p1", 2, 10) | ||
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tk.MustExec("analyze table test_gstats_opt2 partition p1 with 1 topn, 15 buckets") | ||
checkForGlobalStatsWithOpts(t, dom, "test_gstats_opt2", "test_gstats_opt2", "global", 1, 15) | ||
checkForGlobalStatsWithOpts(t, dom, "test_gstats_opt2", "test_gstats_opt2", "p0", 3, 20) | ||
checkForGlobalStatsWithOpts(t, dom, "test_gstats_opt2", "test_gstats_opt2", "p1", 1, 15) | ||
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tk.MustExec("analyze table test_gstats_opt2 partition p0 with 2 topn, 10 buckets") // change back to 2 topn | ||
checkForGlobalStatsWithOpts(t, dom, "test_gstats_opt2", "test_gstats_opt2", "global", 2, 10) | ||
checkForGlobalStatsWithOpts(t, dom, "test_gstats_opt2", "test_gstats_opt2", "p0", 2, 10) | ||
checkForGlobalStatsWithOpts(t, dom, "test_gstats_opt2", "test_gstats_opt2", "p1", 1, 15) | ||
} | ||
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func TestAnalyzeWithDynamicPartitionPruneMode(t *testing.T) { | ||
store := testkit.CreateMockStore(t) | ||
tk := testkit.NewTestKit(t, store) | ||
tk.MustExec("use test") | ||
tk.MustExec("set @@tidb_partition_prune_mode = '" + string(variable.Dynamic) + "'") | ||
tk.MustExec("set @@tidb_analyze_version = 2") | ||
tk.MustExec(`create table t (a int, key(a)) partition by range(a) | ||
(partition p0 values less than (10), | ||
partition p1 values less than (22))`) | ||
tk.MustExec(`insert into t values (1), (2), (3), (10), (11)`) | ||
tk.MustExec(`analyze table t with 1 topn, 2 buckets`) | ||
rows := tk.MustQuery("show stats_buckets where partition_name = 'global' and is_index=1").Rows() | ||
require.Len(t, rows, 2) | ||
require.Equal(t, "4", rows[1][6]) | ||
tk.MustExec("insert into t values (1), (2), (2)") | ||
tk.MustExec("analyze table t partition p0 with 1 topn, 2 buckets") | ||
rows = tk.MustQuery("show stats_buckets where partition_name = 'global' and is_index=1").Rows() | ||
require.Len(t, rows, 2) | ||
require.Equal(t, "5", rows[1][6]) | ||
tk.MustExec("insert into t values (3)") | ||
tk.MustExec("analyze table t partition p0 index a with 1 topn, 2 buckets") | ||
rows = tk.MustQuery("show stats_buckets where partition_name = 'global' and is_index=1").Rows() | ||
require.Len(t, rows, 1) | ||
require.Equal(t, "6", rows[0][6]) | ||
} | ||
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func TestFMSWithAnalyzePartition(t *testing.T) { | ||
store := testkit.CreateMockStore(t) | ||
tk := testkit.NewTestKit(t, store) | ||
tk.MustExec("use test") | ||
tk.MustExec("set @@tidb_partition_prune_mode = '" + string(variable.Dynamic) + "'") | ||
tk.MustExec("set @@tidb_analyze_version = 2") | ||
tk.MustExec(`create table t (a int, key(a)) partition by range(a) | ||
(partition p0 values less than (10), | ||
partition p1 values less than (22))`) | ||
tk.MustExec(`insert into t values (1), (2), (3), (10), (11)`) | ||
tk.MustQuery("select count(*) from mysql.stats_fm_sketch").Check(testkit.Rows("0")) | ||
tk.MustExec("analyze table t partition p0 with 1 topn, 2 buckets") | ||
tk.MustQuery("show warnings").Sort().Check(testkit.Rows( | ||
"Note 1105 Analyze use auto adjusted sample rate 1.000000 for table test.t's partition p0, reason to use this rate is \"use min(1, 110000/10000) as the sample-rate=1\"", | ||
"Warning 1105 Ignore columns and options when analyze partition in dynamic mode", | ||
"Warning 8131 Build global-level stats failed due to missing partition-level stats: table `t` partition `p1`", | ||
"Warning 8131 Build global-level stats failed due to missing partition-level stats: table `t` partition `p1`", | ||
)) | ||
tk.MustQuery("select count(*) from mysql.stats_fm_sketch").Check(testkit.Rows("2")) | ||
} | ||
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func TestFastAnalyzeColumnHistWithNullValue(t *testing.T) { | ||
store := testkit.CreateMockStore(t) | ||
testKit := testkit.NewTestKit(t, store) | ||
testKit.MustExec("use test") | ||
testKit.MustExec("drop table if exists t") | ||
testKit.MustExec("create table t (a int)") | ||
testKit.MustExec("insert into t values (1), (2), (3), (4), (NULL)") | ||
testKit.MustExec("set @@session.tidb_analyze_version = 1") | ||
testKit.MustExec("set @@tidb_enable_fast_analyze=1") | ||
defer testKit.MustExec("set @@tidb_enable_fast_analyze=0") | ||
testKit.MustExec("analyze table t with 0 topn, 2 buckets") | ||
// If NULL is in hist, the min(lower_bound) will be "". | ||
testKit.MustQuery("select min(lower_bound) from mysql.stats_buckets").Check(testkit.Rows("1")) | ||
} | ||
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func TestAnalyzeIncrementalEvictedIndex(t *testing.T) { | ||
t.Skip("now we don't support to evict index") | ||
restore := config.RestoreFunc() | ||
defer restore() | ||
config.UpdateGlobal(func(conf *config.Config) { | ||
conf.Performance.EnableStatsCacheMemQuota = true | ||
}) | ||
store, dom := testkit.CreateMockStoreAndDomain(t) | ||
tk := testkit.NewTestKit(t, store) | ||
tk.MustExec("set @@tidb_analyze_version = 1") | ||
tk.MustExec("use test") | ||
tk.MustExec("drop table if exists t") | ||
tk.MustExec("create table t(a int, b varchar(10), index idx_b (b))") | ||
tk.MustExec("analyze table test.t") | ||
tbl, err := dom.InfoSchema().TableByName(model.NewCIStr("test"), model.NewCIStr("t")) | ||
require.Nil(t, err) | ||
tblStats := domain.GetDomain(tk.Session()).StatsHandle().GetTableStats(tbl.Meta()) | ||
for _, index := range tblStats.Indices { | ||
require.False(t, index.IsEvicted()) | ||
} | ||
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domain.GetDomain(tk.Session()).StatsHandle().SetStatsCacheCapacity(1) | ||
tblStats = domain.GetDomain(tk.Session()).StatsHandle().GetTableStats(tbl.Meta()) | ||
for _, index := range tblStats.Indices { | ||
require.True(t, index.IsEvicted()) | ||
} | ||
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require.Nil(t, failpoint.Enable("github.com/pingcap/tidb/executor/assertEvictIndex", `return(true)`)) | ||
tk.MustExec("analyze incremental table test.t index idx_b") | ||
require.Nil(t, failpoint.Disable("github.com/pingcap/tidb/executor/assertEvictIndex")) | ||
} |