milvus/internal/rootcoord/quota_center_test.go
yah01 6e66c10114
Fix check time tick lag with no channel (#21737)
Signed-off-by: yah01 <yang.cen@zilliz.com>
2023-01-16 18:49:43 +08:00

475 lines
19 KiB
Go

// Licensed to the LF AI & Data foundation under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you 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.
package rootcoord
import (
"context"
"fmt"
"math"
"testing"
"time"
"github.com/stretchr/testify/assert"
"github.com/milvus-io/milvus-proto/go-api/commonpb"
"github.com/milvus-io/milvus-proto/go-api/milvuspb"
"github.com/milvus-io/milvus/internal/proto/internalpb"
"github.com/milvus-io/milvus/internal/util/metricsinfo"
"github.com/milvus-io/milvus/internal/util/paramtable"
"github.com/milvus-io/milvus/internal/util/tsoutil"
"github.com/milvus-io/milvus/internal/util/typeutil"
)
type queryCoordMockForQuota struct {
mockQueryCoord
retErr bool
retFailStatus bool
}
type dataCoordMockForQuota struct {
mockDataCoord
retErr bool
retFailStatus bool
}
func (q *queryCoordMockForQuota) GetMetrics(ctx context.Context, request *milvuspb.GetMetricsRequest) (*milvuspb.GetMetricsResponse, error) {
if q.retErr {
return nil, fmt.Errorf("mock err")
}
if q.retFailStatus {
return &milvuspb.GetMetricsResponse{
Status: failStatus(commonpb.ErrorCode_UnexpectedError, "mock failure status"),
}, nil
}
return &milvuspb.GetMetricsResponse{
Status: succStatus(),
}, nil
}
func (d *dataCoordMockForQuota) GetMetrics(ctx context.Context, request *milvuspb.GetMetricsRequest) (*milvuspb.GetMetricsResponse, error) {
if d.retErr {
return nil, fmt.Errorf("mock err")
}
if d.retFailStatus {
return &milvuspb.GetMetricsResponse{
Status: failStatus(commonpb.ErrorCode_UnexpectedError, "mock failure status"),
}, nil
}
return &milvuspb.GetMetricsResponse{
Status: succStatus(),
}, nil
}
func TestQuotaCenter(t *testing.T) {
Params.Init()
ctx, cancel := context.WithCancel(context.Background())
defer cancel()
core, err := NewCore(ctx, nil)
assert.Nil(t, err)
core.tsoAllocator = newMockTsoAllocator()
pcm := newProxyClientManager(core.proxyCreator)
t.Run("test QuotaCenter", func(t *testing.T) {
quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
go quotaCenter.run()
time.Sleep(10 * time.Millisecond)
quotaCenter.stop()
})
t.Run("test syncMetrics", func(t *testing.T) {
quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
err = quotaCenter.syncMetrics()
assert.Error(t, err) // for empty response
quotaCenter = NewQuotaCenter(pcm, &queryCoordMockForQuota{retErr: true}, &dataCoordMockForQuota{}, core.tsoAllocator)
err = quotaCenter.syncMetrics()
assert.Error(t, err)
quotaCenter = NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{retErr: true}, core.tsoAllocator)
err = quotaCenter.syncMetrics()
assert.Error(t, err)
quotaCenter = NewQuotaCenter(pcm, &queryCoordMockForQuota{retFailStatus: true}, &dataCoordMockForQuota{}, core.tsoAllocator)
err = quotaCenter.syncMetrics()
assert.Error(t, err)
quotaCenter = NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{retFailStatus: true}, core.tsoAllocator)
err = quotaCenter.syncMetrics()
assert.Error(t, err)
})
t.Run("test forceDeny", func(t *testing.T) {
quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
quotaCenter.forceDenyReading(commonpb.ErrorCode_ForceDeny)
assert.Equal(t, Limit(0), quotaCenter.currentRates[internalpb.RateType_DQLQuery])
assert.Equal(t, Limit(0), quotaCenter.currentRates[internalpb.RateType_DQLQuery])
quotaCenter.forceDenyWriting(commonpb.ErrorCode_ForceDeny)
assert.Equal(t, Limit(0), quotaCenter.currentRates[internalpb.RateType_DMLInsert])
assert.Equal(t, Limit(0), quotaCenter.currentRates[internalpb.RateType_DMLDelete])
})
t.Run("test calculateRates", func(t *testing.T) {
quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
err = quotaCenter.calculateRates()
assert.NoError(t, err)
alloc := newMockTsoAllocator()
alloc.GenerateTSOF = func(count uint32) (typeutil.Timestamp, error) {
return 0, fmt.Errorf("mock err")
}
quotaCenter.tsoAllocator = alloc
err = quotaCenter.calculateRates()
assert.Error(t, err)
})
t.Run("test getTimeTickDelayFactor", func(t *testing.T) {
// test MaxTimestamp
quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
factor := quotaCenter.getTimeTickDelayFactor(0)
assert.Equal(t, float64(1), factor)
now := time.Now()
paramtable.Get().Save(Params.QuotaConfig.TtProtectionEnabled.Key, "true")
paramtable.Get().Save(Params.QuotaConfig.MaxTimeTickDelay.Key, "3")
// test force deny writing
alloc := newMockTsoAllocator()
alloc.GenerateTSOF = func(count uint32) (typeutil.Timestamp, error) {
added := now.Add(Params.QuotaConfig.MaxTimeTickDelay.GetAsDuration(time.Second))
ts := tsoutil.ComposeTSByTime(added, 0)
return ts, nil
}
quotaCenter.tsoAllocator = alloc
quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{
1: {Fgm: metricsinfo.FlowGraphMetric{
MinFlowGraphTt: tsoutil.ComposeTSByTime(now, 0),
NumFlowGraph: 1,
MinFlowGraphChannel: "dml",
}}}
ts, err := quotaCenter.tsoAllocator.GenerateTSO(1)
assert.NoError(t, err)
factor = quotaCenter.getTimeTickDelayFactor(ts)
assert.Equal(t, float64(0), factor)
// test one-third time tick delay
alloc.GenerateTSOF = func(count uint32) (typeutil.Timestamp, error) {
oneThirdDelay := Params.QuotaConfig.MaxTimeTickDelay.GetAsDuration(time.Second) / 3
added := now.Add(oneThirdDelay)
oneThirdTs := tsoutil.ComposeTSByTime(added, 0)
return oneThirdTs, nil
}
quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{
1: {Fgm: metricsinfo.FlowGraphMetric{
MinFlowGraphTt: tsoutil.ComposeTSByTime(now, 0),
NumFlowGraph: 1,
MinFlowGraphChannel: "dml",
}}}
ts, err = quotaCenter.tsoAllocator.GenerateTSO(1)
assert.NoError(t, err)
factor = quotaCenter.getTimeTickDelayFactor(ts)
ok := math.Abs(factor-2.0/3.0) < 0.0001
assert.True(t, ok)
})
t.Run("test getTimeTickDelayFactor factors", func(t *testing.T) {
quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
type ttCase struct {
maxTtDelay time.Duration
curTt time.Time
fgTt time.Time
expectedFactor float64
}
t0 := time.Now()
ttCases := []ttCase{
{10 * time.Second, t0, t0.Add(1 * time.Second), 1},
{10 * time.Second, t0, t0, 1},
{10 * time.Second, t0.Add(1 * time.Second), t0, 0.9},
{10 * time.Second, t0.Add(2 * time.Second), t0, 0.8},
{10 * time.Second, t0.Add(5 * time.Second), t0, 0.5},
{10 * time.Second, t0.Add(7 * time.Second), t0, 0.3},
{10 * time.Second, t0.Add(9 * time.Second), t0, 0.1},
{10 * time.Second, t0.Add(10 * time.Second), t0, 0},
{10 * time.Second, t0.Add(100 * time.Second), t0, 0},
}
backup := Params.QuotaConfig.MaxTimeTickDelay
for i, c := range ttCases {
paramtable.Get().Save(Params.QuotaConfig.MaxTimeTickDelay.Key, fmt.Sprintf("%f", c.maxTtDelay.Seconds()))
fgTs := tsoutil.ComposeTSByTime(c.fgTt, 0)
quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{
1: {
Fgm: metricsinfo.FlowGraphMetric{
NumFlowGraph: 1,
MinFlowGraphTt: fgTs,
MinFlowGraphChannel: "dml",
},
},
}
curTs := tsoutil.ComposeTSByTime(c.curTt, 0)
factor := quotaCenter.getTimeTickDelayFactor(curTs)
if math.Abs(factor-c.expectedFactor) > 0.000001 {
t.Errorf("case %d failed: curTs[%v], fgTs[%v], expectedFactor: %f, actualFactor: %f",
i, c.curTt, c.fgTt, c.expectedFactor, factor)
}
}
Params.QuotaConfig.MaxTimeTickDelay = backup
})
t.Run("test getNQInQueryFactor", func(t *testing.T) {
quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
factor := quotaCenter.getNQInQueryFactor()
assert.Equal(t, float64(1), factor)
// test cool off
paramtable.Get().Save(Params.QuotaConfig.QueueProtectionEnabled.Key, "true")
paramtable.Get().Save(Params.QuotaConfig.NQInQueueThreshold.Key, "100")
quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{
1: {SearchQueue: metricsinfo.ReadInfoInQueue{
UnsolvedQueue: Params.QuotaConfig.NQInQueueThreshold.GetAsInt64(),
}}}
factor = quotaCenter.getNQInQueryFactor()
assert.Equal(t, Params.QuotaConfig.CoolOffSpeed.GetAsFloat(), factor)
// test no cool off
quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{
1: {SearchQueue: metricsinfo.ReadInfoInQueue{
UnsolvedQueue: Params.QuotaConfig.NQInQueueThreshold.GetAsInt64() - 1,
}}}
factor = quotaCenter.getNQInQueryFactor()
assert.Equal(t, 1.0, factor)
//ok := math.Abs(factor-1.0) < 0.0001
//assert.True(t, ok)
})
t.Run("test getQueryLatencyFactor", func(t *testing.T) {
quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
factor := quotaCenter.getQueryLatencyFactor()
assert.Equal(t, float64(1), factor)
// test cool off
paramtable.Get().Save(Params.QuotaConfig.QueueProtectionEnabled.Key, "true")
paramtable.Get().Save(Params.QuotaConfig.QueueLatencyThreshold.Key, "3")
quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{
1: {SearchQueue: metricsinfo.ReadInfoInQueue{
AvgQueueDuration: Params.QuotaConfig.QueueLatencyThreshold.GetAsDuration(time.Second),
}}}
factor = quotaCenter.getQueryLatencyFactor()
assert.Equal(t, Params.QuotaConfig.CoolOffSpeed.GetAsFloat(), factor)
// test no cool off
quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{
1: {SearchQueue: metricsinfo.ReadInfoInQueue{
AvgQueueDuration: 1 * time.Second,
}}}
factor = quotaCenter.getQueryLatencyFactor()
assert.Equal(t, 1.0, factor)
})
t.Run("test checkReadResult", func(t *testing.T) {
quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
factor := quotaCenter.getReadResultFactor()
assert.Equal(t, float64(1), factor)
// test cool off
paramtable.Get().Save(Params.QuotaConfig.ResultProtectionEnabled.Key, "true")
paramtable.Get().Save(Params.QuotaConfig.MaxReadResultRate.Key, fmt.Sprintf("%f", 1.0/1024/1024))
quotaCenter.proxyMetrics = map[UniqueID]*metricsinfo.ProxyQuotaMetrics{
1: {Rms: []metricsinfo.RateMetric{
{Label: metricsinfo.ReadResultThroughput, Rate: 1.2},
}}}
factor = quotaCenter.getReadResultFactor()
assert.Equal(t, Params.QuotaConfig.CoolOffSpeed.GetAsFloat(), factor)
// test no cool off
quotaCenter.proxyMetrics = map[UniqueID]*metricsinfo.ProxyQuotaMetrics{
1: {Rms: []metricsinfo.RateMetric{
{Label: metricsinfo.ReadResultThroughput, Rate: 0.8},
}}}
factor = quotaCenter.getReadResultFactor()
assert.Equal(t, 1.0, factor)
})
t.Run("test calculateReadRates", func(t *testing.T) {
quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
quotaCenter.proxyMetrics = map[UniqueID]*metricsinfo.ProxyQuotaMetrics{
1: {Rms: []metricsinfo.RateMetric{
{Label: internalpb.RateType_DQLSearch.String(), Rate: 100},
{Label: internalpb.RateType_DQLQuery.String(), Rate: 100},
}}}
paramtable.Get().Save(Params.QuotaConfig.ForceDenyReading.Key, "false")
paramtable.Get().Save(Params.QuotaConfig.QueueProtectionEnabled.Key, "true")
paramtable.Get().Save(Params.QuotaConfig.QueueLatencyThreshold.Key, "100")
quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{
1: {SearchQueue: metricsinfo.ReadInfoInQueue{
AvgQueueDuration: Params.QuotaConfig.QueueLatencyThreshold.GetAsDuration(time.Second),
}}}
quotaCenter.calculateReadRates()
assert.Equal(t, Limit(100.0*0.9), quotaCenter.currentRates[internalpb.RateType_DQLSearch])
assert.Equal(t, Limit(100.0*0.9), quotaCenter.currentRates[internalpb.RateType_DQLQuery])
paramtable.Get().Save(Params.QuotaConfig.NQInQueueThreshold.Key, "100")
quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{
1: {SearchQueue: metricsinfo.ReadInfoInQueue{
UnsolvedQueue: Params.QuotaConfig.NQInQueueThreshold.GetAsInt64(),
}}}
quotaCenter.calculateReadRates()
assert.Equal(t, Limit(100.0*0.9), quotaCenter.currentRates[internalpb.RateType_DQLSearch])
assert.Equal(t, Limit(100.0*0.9), quotaCenter.currentRates[internalpb.RateType_DQLQuery])
paramtable.Get().Save(Params.QuotaConfig.ResultProtectionEnabled.Key, "true")
paramtable.Get().Save(Params.QuotaConfig.MaxReadResultRate.Key, "1")
quotaCenter.proxyMetrics = map[UniqueID]*metricsinfo.ProxyQuotaMetrics{
1: {Rms: []metricsinfo.RateMetric{
{Label: internalpb.RateType_DQLSearch.String(), Rate: 100},
{Label: internalpb.RateType_DQLQuery.String(), Rate: 100},
{Label: metricsinfo.ReadResultThroughput, Rate: 1.2},
}}}
quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{1: {SearchQueue: metricsinfo.ReadInfoInQueue{}}}
quotaCenter.calculateReadRates()
assert.Equal(t, Limit(100.0*0.9), quotaCenter.currentRates[internalpb.RateType_DQLSearch])
assert.Equal(t, Limit(100.0*0.9), quotaCenter.currentRates[internalpb.RateType_DQLQuery])
})
t.Run("test calculateWriteRates", func(t *testing.T) {
quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
err = quotaCenter.calculateWriteRates()
assert.NoError(t, err)
// DiskQuota exceeded
quotaBackup := Params.QuotaConfig.DiskQuota
paramtable.Get().Save(Params.QuotaConfig.DiskQuota.Key, "99")
quotaCenter.dataCoordMetrics = &metricsinfo.DataCoordQuotaMetrics{TotalBinlogSize: 100}
err = quotaCenter.calculateWriteRates()
assert.NoError(t, err)
assert.Equal(t, Limit(0), quotaCenter.currentRates[internalpb.RateType_DMLInsert])
assert.Equal(t, Limit(0), quotaCenter.currentRates[internalpb.RateType_DMLDelete])
Params.QuotaConfig.DiskQuota = quotaBackup
// force deny
forceBak := Params.QuotaConfig.ForceDenyWriting
paramtable.Get().Save(Params.QuotaConfig.ForceDenyWriting.Key, "true")
err = quotaCenter.calculateWriteRates()
assert.NoError(t, err)
assert.Equal(t, Limit(0), quotaCenter.currentRates[internalpb.RateType_DMLInsert])
assert.Equal(t, Limit(0), quotaCenter.currentRates[internalpb.RateType_DMLDelete])
Params.QuotaConfig.ForceDenyWriting = forceBak
})
t.Run("test getMemoryFactor basic", func(t *testing.T) {
quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
factor := quotaCenter.getMemoryFactor()
assert.Equal(t, float64(1), factor)
quotaCenter.dataNodeMetrics = map[UniqueID]*metricsinfo.DataNodeQuotaMetrics{1: {Hms: metricsinfo.HardwareMetrics{MemoryUsage: 100, Memory: 100}}}
factor = quotaCenter.getMemoryFactor()
assert.Equal(t, float64(0), factor)
quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{1: {Hms: metricsinfo.HardwareMetrics{MemoryUsage: 100, Memory: 100}}}
factor = quotaCenter.getMemoryFactor()
assert.Equal(t, float64(0), factor)
})
t.Run("test getMemoryFactor factors", func(t *testing.T) {
quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
type memCase struct {
lowWater float64
highWater float64
memUsage uint64
memTotal uint64
expectedFactor float64
}
memCases := []memCase{
{0.8, 0.9, 10, 100, 1},
{0.8, 0.9, 80, 100, 1},
{0.8, 0.9, 82, 100, 0.8},
{0.8, 0.9, 85, 100, 0.5},
{0.8, 0.9, 88, 100, 0.2},
{0.8, 0.9, 90, 100, 0},
{0.85, 0.95, 25, 100, 1},
{0.85, 0.95, 85, 100, 1},
{0.85, 0.95, 87, 100, 0.8},
{0.85, 0.95, 90, 100, 0.5},
{0.85, 0.95, 93, 100, 0.2},
{0.85, 0.95, 95, 100, 0},
}
for i, c := range memCases {
paramtable.Get().Save(Params.QuotaConfig.QueryNodeMemoryLowWaterLevel.Key, fmt.Sprintf("%f", c.lowWater))
paramtable.Get().Save(Params.QuotaConfig.QueryNodeMemoryHighWaterLevel.Key, fmt.Sprintf("%f", c.highWater))
quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{1: {Hms: metricsinfo.HardwareMetrics{MemoryUsage: c.memUsage, Memory: c.memTotal}}}
factor := quotaCenter.getMemoryFactor()
if math.Abs(factor-c.expectedFactor) > 0.000001 {
t.Errorf("case %d failed: waterLever[low:%v, high:%v], memMetric[used:%d, total:%d], expectedFactor: %f, actualFactor: %f",
i, c.lowWater, c.highWater, c.memUsage, c.memTotal, c.expectedFactor, factor)
}
}
paramtable.Get().Reset(Params.QuotaConfig.QueryNodeMemoryLowWaterLevel.Key)
paramtable.Get().Reset(Params.QuotaConfig.QueryNodeMemoryHighWaterLevel.Key)
})
t.Run("test ifDiskQuotaExceeded", func(t *testing.T) {
quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
paramtable.Get().Save(Params.QuotaConfig.DiskProtectionEnabled.Key, "false")
ok := quotaCenter.ifDiskQuotaExceeded()
assert.False(t, ok)
paramtable.Get().Save(Params.QuotaConfig.DiskProtectionEnabled.Key, "true")
quotaBackup := Params.QuotaConfig.DiskQuota
paramtable.Get().Save(Params.QuotaConfig.DiskQuota.Key, fmt.Sprintf("%f", 99.0/1024/1024))
quotaCenter.dataCoordMetrics = &metricsinfo.DataCoordQuotaMetrics{TotalBinlogSize: 100}
ok = quotaCenter.ifDiskQuotaExceeded()
assert.True(t, ok)
paramtable.Get().Save(Params.QuotaConfig.DiskQuota.Key, fmt.Sprintf("%f", 101.0/1024/1024))
quotaCenter.dataCoordMetrics = &metricsinfo.DataCoordQuotaMetrics{TotalBinlogSize: 100}
ok = quotaCenter.ifDiskQuotaExceeded()
assert.False(t, ok)
Params.QuotaConfig.DiskQuota = quotaBackup
})
t.Run("test setRates", func(t *testing.T) {
quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
quotaCenter.currentRates[internalpb.RateType_DMLInsert] = 100
quotaCenter.quotaStates[milvuspb.QuotaState_DenyToWrite] = commonpb.ErrorCode_MemoryQuotaExhausted
quotaCenter.quotaStates[milvuspb.QuotaState_DenyToRead] = commonpb.ErrorCode_ForceDeny
err = quotaCenter.setRates()
assert.NoError(t, err)
})
t.Run("test recordMetrics", func(t *testing.T) {
quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
quotaCenter.quotaStates[milvuspb.QuotaState_DenyToWrite] = commonpb.ErrorCode_MemoryQuotaExhausted
quotaCenter.quotaStates[milvuspb.QuotaState_DenyToRead] = commonpb.ErrorCode_ForceDeny
quotaCenter.recordMetrics()
})
t.Run("test guaranteeMinRate", func(t *testing.T) {
quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
minRate := Limit(100)
quotaCenter.currentRates[internalpb.RateType_DQLSearch] = Limit(50)
quotaCenter.guaranteeMinRate(float64(minRate), internalpb.RateType_DQLSearch)
assert.Equal(t, minRate, quotaCenter.currentRates[internalpb.RateType_DQLSearch])
})
}