429 lines
15 KiB
Go
429 lines
15 KiB
Go
// Copyright 2018 PingCAP, Inc.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package handle_test
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import (
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"encoding/json"
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"fmt"
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"testing"
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"github.com/pingcap/tidb/domain"
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"github.com/pingcap/tidb/parser/model"
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"github.com/pingcap/tidb/statistics"
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"github.com/pingcap/tidb/statistics/handle"
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"github.com/pingcap/tidb/testkit"
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"github.com/pingcap/tidb/util"
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"github.com/stretchr/testify/require"
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)
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func requireTableEqual(t *testing.T, a *statistics.Table, b *statistics.Table) {
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require.Equal(t, b.Count, a.Count)
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require.Equal(t, b.ModifyCount, a.ModifyCount)
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require.Equal(t, len(b.Columns), len(a.Columns))
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for i := range a.Columns {
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require.Equal(t, b.Columns[i].Count, a.Columns[i].Count)
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require.True(t, statistics.HistogramEqual(&a.Columns[i].Histogram, &b.Columns[i].Histogram, false))
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if a.Columns[i].CMSketch == nil {
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require.Nil(t, b.Columns[i].CMSketch)
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} else {
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require.True(t, a.Columns[i].CMSketch.Equal(b.Columns[i].CMSketch))
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}
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// The nil case has been considered in (*TopN).Equal() so we don't need to consider it here.
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require.Truef(t, a.Columns[i].TopN.Equal(b.Columns[i].TopN), "%v, %v", a.Columns[i].TopN, b.Columns[i].TopN)
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}
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require.Equal(t, len(b.Indices), len(a.Indices))
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for i := range a.Indices {
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require.True(t, statistics.HistogramEqual(&a.Indices[i].Histogram, &b.Indices[i].Histogram, false))
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if a.Indices[i].CMSketch == nil {
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require.Nil(t, b.Indices[i].CMSketch)
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} else {
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require.True(t, a.Indices[i].CMSketch.Equal(b.Indices[i].CMSketch))
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}
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require.True(t, a.Indices[i].TopN.Equal(b.Indices[i].TopN))
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}
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require.True(t, isSameExtendedStats(a.ExtendedStats, b.ExtendedStats))
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}
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func cleanStats(tk *testkit.TestKit, do *domain.Domain) {
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tk.MustExec("use test")
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r := tk.MustQuery("show tables")
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for _, tb := range r.Rows() {
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tableName := tb[0]
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tk.MustExec(fmt.Sprintf("drop table %v", tableName))
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}
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tk.MustExec("delete from mysql.stats_meta")
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tk.MustExec("delete from mysql.stats_histograms")
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tk.MustExec("delete from mysql.stats_buckets")
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tk.MustExec("delete from mysql.stats_extended")
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tk.MustExec("delete from mysql.stats_fm_sketch")
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tk.MustExec("delete from mysql.schema_index_usage")
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tk.MustExec("delete from mysql.column_stats_usage")
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do.StatsHandle().Clear()
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}
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func TestConversion(t *testing.T) {
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store, dom, clean := testkit.CreateMockStoreAndDomain(t)
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defer clean()
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tk := testkit.NewTestKit(t, store)
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tk.MustExec("use test")
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tk.MustExec("create table t (a int, b int)")
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tk.MustExec("create index c on t(a,b)")
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tk.MustExec("insert into t(a,b) values (3, 1),(2, 1),(1, 10)")
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tk.MustExec("analyze table t")
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tk.MustExec("insert into t(a,b) values (1, 1),(3, 1),(5, 10)")
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is := dom.InfoSchema()
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h := dom.StatsHandle()
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require.Nil(t, h.DumpStatsDeltaToKV(handle.DumpAll))
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require.Nil(t, h.Update(is))
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tableInfo, err := is.TableByName(model.NewCIStr("test"), model.NewCIStr("t"))
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require.NoError(t, err)
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jsonTbl, err := h.DumpStatsToJSON("test", tableInfo.Meta(), nil)
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require.NoError(t, err)
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loadTbl, err := handle.TableStatsFromJSON(tableInfo.Meta(), tableInfo.Meta().ID, jsonTbl)
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require.NoError(t, err)
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tbl := h.GetTableStats(tableInfo.Meta())
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requireTableEqual(t, loadTbl, tbl)
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cleanStats(tk, dom)
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var wg util.WaitGroupWrapper
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wg.Run(func() {
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require.Nil(t, h.Update(is))
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})
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err = h.LoadStatsFromJSON(is, jsonTbl)
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wg.Wait()
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require.NoError(t, err)
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loadTblInStorage := h.GetTableStats(tableInfo.Meta())
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requireTableEqual(t, loadTblInStorage, tbl)
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}
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func getStatsJSON(t *testing.T, dom *domain.Domain, db, tableName string) *handle.JSONTable {
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is := dom.InfoSchema()
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h := dom.StatsHandle()
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require.Nil(t, h.Update(is))
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table, err := is.TableByName(model.NewCIStr(db), model.NewCIStr(tableName))
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require.NoError(t, err)
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tableInfo := table.Meta()
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jsonTbl, err := h.DumpStatsToJSON("test", tableInfo, nil)
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require.NoError(t, err)
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return jsonTbl
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}
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func TestDumpGlobalStats(t *testing.T) {
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store, dom, clean := testkit.CreateMockStoreAndDomain(t)
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defer clean()
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tk := testkit.NewTestKit(t, store)
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tk.MustExec("use test")
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tk.MustExec("set @@tidb_analyze_version = 2")
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tk.MustExec("set @@tidb_partition_prune_mode = 'static'")
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tk.MustExec("drop table if exists t")
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tk.MustExec("create table t (a int, key(a)) partition by hash(a) partitions 2")
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tk.MustExec("insert into t values (1), (2)")
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tk.MustExec("analyze table t")
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// global-stats is not existed
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stats := getStatsJSON(t, dom, "test", "t")
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require.NotNil(t, stats.Partitions["p0"])
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require.NotNil(t, stats.Partitions["p1"])
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require.Nil(t, stats.Partitions["global"])
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// global-stats is existed
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tk.MustExec("set @@tidb_partition_prune_mode = 'dynamic'")
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tk.MustExec("analyze table t")
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stats = getStatsJSON(t, dom, "test", "t")
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require.NotNil(t, stats.Partitions["p0"])
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require.NotNil(t, stats.Partitions["p1"])
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require.NotNil(t, stats.Partitions["global"])
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}
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func TestLoadGlobalStats(t *testing.T) {
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store, dom, clean := testkit.CreateMockStoreAndDomain(t)
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defer clean()
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tk := testkit.NewTestKit(t, store)
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tk.MustExec("use test")
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tk.MustExec("set @@tidb_analyze_version = 2")
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tk.MustExec("set @@tidb_partition_prune_mode = 'dynamic'")
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tk.MustExec("drop table if exists t")
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tk.MustExec("create table t (a int, key(a)) partition by hash(a) partitions 2")
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tk.MustExec("insert into t values (1), (2)")
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tk.MustExec("analyze table t")
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globalStats := getStatsJSON(t, dom, "test", "t")
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// remove all statistics
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tk.MustExec("delete from mysql.stats_meta")
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tk.MustExec("delete from mysql.stats_histograms")
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tk.MustExec("delete from mysql.stats_buckets")
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dom.StatsHandle().Clear()
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clearedStats := getStatsJSON(t, dom, "test", "t")
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require.Equal(t, 0, len(clearedStats.Partitions))
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// load global-stats back
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require.Nil(t, dom.StatsHandle().LoadStatsFromJSON(dom.InfoSchema(), globalStats))
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loadedStats := getStatsJSON(t, dom, "test", "t")
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require.Equal(t, 3, len(loadedStats.Partitions)) // p0, p1, global
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}
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func TestDumpPartitions(t *testing.T) {
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store, dom, clean := testkit.CreateMockStoreAndDomain(t)
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defer clean()
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tk := testkit.NewTestKit(t, store)
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tk.MustExec("use test")
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tk.MustExec("drop table if exists t")
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createTable := `CREATE TABLE t (a int, b int, primary key(a), index idx(b))
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PARTITION BY RANGE ( a ) (
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PARTITION p0 VALUES LESS THAN (6),
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PARTITION p1 VALUES LESS THAN (11),
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PARTITION p2 VALUES LESS THAN (16),
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PARTITION p3 VALUES LESS THAN (21)
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)`
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tk.MustExec(createTable)
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for i := 1; i < 21; i++ {
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tk.MustExec(fmt.Sprintf(`insert into t values (%d, %d)`, i, i))
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}
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tk.MustExec("analyze table t")
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is := dom.InfoSchema()
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h := dom.StatsHandle()
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require.Nil(t, h.Update(is))
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table, err := is.TableByName(model.NewCIStr("test"), model.NewCIStr("t"))
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require.NoError(t, err)
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tableInfo := table.Meta()
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jsonTbl, err := h.DumpStatsToJSON("test", tableInfo, nil)
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require.NoError(t, err)
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pi := tableInfo.GetPartitionInfo()
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originTables := make([]*statistics.Table, 0, len(pi.Definitions))
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for _, def := range pi.Definitions {
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originTables = append(originTables, h.GetPartitionStats(tableInfo, def.ID))
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}
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tk.MustExec("delete from mysql.stats_meta")
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tk.MustExec("delete from mysql.stats_histograms")
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tk.MustExec("delete from mysql.stats_buckets")
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h.Clear()
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err = h.LoadStatsFromJSON(dom.InfoSchema(), jsonTbl)
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require.NoError(t, err)
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for i, def := range pi.Definitions {
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tt := h.GetPartitionStats(tableInfo, def.ID)
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requireTableEqual(t, originTables[i], tt)
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}
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}
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func TestDumpAlteredTable(t *testing.T) {
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store, dom, clean := testkit.CreateMockStoreAndDomain(t)
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defer clean()
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tk := testkit.NewTestKit(t, store)
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tk.MustExec("use test")
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tk.MustExec("drop table if exists t")
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h := dom.StatsHandle()
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oriLease := h.Lease()
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h.SetLease(1)
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defer func() { h.SetLease(oriLease) }()
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tk.MustExec("create table t(a int, b int)")
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tk.MustExec("analyze table t")
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tk.MustExec("alter table t drop column a")
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table, err := dom.InfoSchema().TableByName(model.NewCIStr("test"), model.NewCIStr("t"))
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require.NoError(t, err)
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_, err = h.DumpStatsToJSON("test", table.Meta(), nil)
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require.NoError(t, err)
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}
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func TestDumpCMSketchWithTopN(t *testing.T) {
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// Just test if we can store and recover the Top N elements stored in database.
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store, dom, clean := testkit.CreateMockStoreAndDomain(t)
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defer clean()
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testKit := testkit.NewTestKit(t, store)
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testKit.MustExec("use test")
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testKit.MustExec("create table t(a int)")
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testKit.MustExec("insert into t values (1),(3),(4),(2),(5)")
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testKit.MustExec("analyze table t")
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is := dom.InfoSchema()
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tbl, err := is.TableByName(model.NewCIStr("test"), model.NewCIStr("t"))
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require.NoError(t, err)
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tableInfo := tbl.Meta()
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h := dom.StatsHandle()
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require.Nil(t, h.Update(is))
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// Insert 30 fake data
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fakeData := make([][]byte, 0, 30)
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for i := 0; i < 30; i++ {
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fakeData = append(fakeData, []byte(fmt.Sprintf("%01024d", i)))
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}
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cms, _, _, _ := statistics.NewCMSketchAndTopN(5, 2048, fakeData, 20, 100)
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stat := h.GetTableStats(tableInfo)
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err = h.SaveStatsToStorage(tableInfo.ID, 1, 0, &stat.Columns[tableInfo.Columns[0].ID].Histogram, cms, nil, nil, statistics.Version2, 1, false, false)
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require.NoError(t, err)
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require.Nil(t, h.Update(is))
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stat = h.GetTableStats(tableInfo)
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cmsFromStore := stat.Columns[tableInfo.Columns[0].ID].CMSketch
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require.NotNil(t, cmsFromStore)
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require.True(t, cms.Equal(cmsFromStore))
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jsonTable, err := h.DumpStatsToJSON("test", tableInfo, nil)
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require.NoError(t, err)
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err = h.LoadStatsFromJSON(is, jsonTable)
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require.NoError(t, err)
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stat = h.GetTableStats(tableInfo)
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cmsFromJSON := stat.Columns[tableInfo.Columns[0].ID].CMSketch.Copy()
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require.True(t, cms.Equal(cmsFromJSON))
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}
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func TestDumpPseudoColumns(t *testing.T) {
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store, dom, clean := testkit.CreateMockStoreAndDomain(t)
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defer clean()
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testKit := testkit.NewTestKit(t, store)
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testKit.MustExec("use test")
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testKit.MustExec("create table t(a int, b int, index idx(a))")
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// Force adding an pseudo tables in stats cache.
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testKit.MustQuery("select * from t")
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testKit.MustExec("analyze table t index idx")
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is := dom.InfoSchema()
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tbl, err := is.TableByName(model.NewCIStr("test"), model.NewCIStr("t"))
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require.NoError(t, err)
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h := dom.StatsHandle()
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_, err = h.DumpStatsToJSON("test", tbl.Meta(), nil)
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require.NoError(t, err)
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}
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func TestDumpExtendedStats(t *testing.T) {
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store, dom, clean := testkit.CreateMockStoreAndDomain(t)
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defer clean()
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tk := testkit.NewTestKit(t, store)
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tk.MustExec("set session tidb_enable_extended_stats = on")
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tk.MustExec("use test")
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tk.MustExec("drop table if exists t")
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tk.MustExec("create table t(a int, b int)")
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tk.MustExec("insert into t values(1,5),(2,4),(3,3),(4,2),(5,1)")
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h := dom.StatsHandle()
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require.Nil(t, h.DumpStatsDeltaToKV(handle.DumpAll))
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tk.MustExec("alter table t add stats_extended s1 correlation(a,b)")
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tk.MustExec("analyze table t")
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is := dom.InfoSchema()
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tableInfo, err := is.TableByName(model.NewCIStr("test"), model.NewCIStr("t"))
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require.NoError(t, err)
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tbl := h.GetTableStats(tableInfo.Meta())
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jsonTbl, err := h.DumpStatsToJSON("test", tableInfo.Meta(), nil)
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require.NoError(t, err)
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loadTbl, err := handle.TableStatsFromJSON(tableInfo.Meta(), tableInfo.Meta().ID, jsonTbl)
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require.NoError(t, err)
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requireTableEqual(t, loadTbl, tbl)
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cleanStats(tk, dom)
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wg := util.WaitGroupWrapper{}
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wg.Run(func() {
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require.Nil(t, h.Update(is))
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})
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err = h.LoadStatsFromJSON(is, jsonTbl)
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wg.Wait()
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require.NoError(t, err)
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loadTblInStorage := h.GetTableStats(tableInfo.Meta())
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requireTableEqual(t, loadTblInStorage, tbl)
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}
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func TestDumpVer2Stats(t *testing.T) {
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store, dom, clean := testkit.CreateMockStoreAndDomain(t)
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defer clean()
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tk := testkit.NewTestKit(t, store)
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tk.MustExec("set @@tidb_analyze_version = 2")
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tk.MustExec("use test")
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tk.MustExec("drop table if exists t")
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tk.MustExec("create table t(a int, b varchar(10))")
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tk.MustExec("insert into t value(1, 'aaa'), (3, 'aab'), (5, 'bba'), (2, 'bbb'), (4, 'cca'), (6, 'ccc')")
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// mark column stats as needed
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tk.MustExec("select * from t where a = 3")
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tk.MustExec("select * from t where b = 'bbb'")
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tk.MustExec("alter table t add index single(a)")
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tk.MustExec("alter table t add index multi(a, b)")
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tk.MustExec("analyze table t with 2 topn")
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h := dom.StatsHandle()
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is := dom.InfoSchema()
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tableInfo, err := is.TableByName(model.NewCIStr("test"), model.NewCIStr("t"))
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require.NoError(t, err)
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storageTbl, err := h.TableStatsFromStorage(tableInfo.Meta(), tableInfo.Meta().ID, false, 0)
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require.NoError(t, err)
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dumpJSONTable, err := h.DumpStatsToJSON("test", tableInfo.Meta(), nil)
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require.NoError(t, err)
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jsonBytes, err := json.MarshalIndent(dumpJSONTable, "", " ")
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require.NoError(t, err)
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loadJSONTable := &handle.JSONTable{}
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err = json.Unmarshal(jsonBytes, loadJSONTable)
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require.NoError(t, err)
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loadTbl, err := handle.TableStatsFromJSON(tableInfo.Meta(), tableInfo.Meta().ID, loadJSONTable)
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require.NoError(t, err)
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// assert that a statistics.Table from storage dumped into JSON text and then unmarshalled into a statistics.Table keeps unchanged
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requireTableEqual(t, loadTbl, storageTbl)
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// assert that this statistics.Table is the same as the one in stats cache
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statsCacheTbl := h.GetTableStats(tableInfo.Meta())
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requireTableEqual(t, loadTbl, statsCacheTbl)
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err = h.LoadStatsFromJSON(is, loadJSONTable)
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require.NoError(t, err)
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require.Nil(t, h.Update(is))
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statsCacheTbl = h.GetTableStats(tableInfo.Meta())
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// assert that after the JSONTable above loaded into storage then updated into the stats cache,
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// the statistics.Table in the stats cache is the same as the unmarshalled statistics.Table
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requireTableEqual(t, statsCacheTbl, loadTbl)
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}
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func TestJSONTableToBlocks(t *testing.T) {
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store, dom, clean := testkit.CreateMockStoreAndDomain(t)
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defer clean()
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tk := testkit.NewTestKit(t, store)
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tk.MustExec("set @@tidb_analyze_version = 2")
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tk.MustExec("use test")
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tk.MustExec("drop table if exists t")
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tk.MustExec("create table t(a int, b varchar(10))")
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tk.MustExec("insert into t value(1, 'aaa'), (3, 'aab'), (5, 'bba'), (2, 'bbb'), (4, 'cca'), (6, 'ccc')")
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// mark column stats as needed
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tk.MustExec("select * from t where a = 3")
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tk.MustExec("select * from t where b = 'bbb'")
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tk.MustExec("alter table t add index single(a)")
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tk.MustExec("alter table t add index multi(a, b)")
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tk.MustExec("analyze table t with 2 topn")
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h := dom.StatsHandle()
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is := dom.InfoSchema()
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tableInfo, err := is.TableByName(model.NewCIStr("test"), model.NewCIStr("t"))
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require.NoError(t, err)
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dumpJSONTable, err := h.DumpStatsToJSON("test", tableInfo.Meta(), nil)
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require.NoError(t, err)
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jsOrigin, _ := json.Marshal(dumpJSONTable)
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blockSize := 30
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js, err := h.DumpStatsToJSON("test", tableInfo.Meta(), nil)
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require.NoError(t, err)
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|
dumpJSONBlocks, err := handle.JSONTableToBlocks(js, blockSize)
|
|
require.NoError(t, err)
|
|
jsConverted, err := handle.BlocksToJSONTable(dumpJSONBlocks)
|
|
require.NoError(t, err)
|
|
jsonStr, err := json.Marshal(jsConverted)
|
|
require.NoError(t, err)
|
|
require.JSONEq(t, string(jsOrigin), string(jsonStr))
|
|
}
|