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https://gitee.com/milvus-io/milvus.git
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f0c616050a
Signed-off-by: bigsheeper <yihao.dai@zilliz.com> Signed-off-by: bigsheeper <yihao.dai@zilliz.com>
458 lines
18 KiB
Go
458 lines
18 KiB
Go
// Licensed to the LF AI & Data foundation under one
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// or more contributor license agreements. See the NOTICE file
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// distributed with this work for additional information
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// regarding copyright ownership. The ASF licenses this file
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// to you under the Apache License, Version 2.0 (the
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// "License"); you may not use this file except in compliance
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// with the License. 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 rootcoord
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import (
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"context"
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"fmt"
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"math"
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"testing"
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"time"
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"github.com/stretchr/testify/assert"
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"github.com/milvus-io/milvus-proto/go-api/commonpb"
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"github.com/milvus-io/milvus-proto/go-api/milvuspb"
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"github.com/milvus-io/milvus/internal/proto/internalpb"
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"github.com/milvus-io/milvus/internal/util/metricsinfo"
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"github.com/milvus-io/milvus/internal/util/tsoutil"
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"github.com/milvus-io/milvus/internal/util/typeutil"
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)
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type queryCoordMockForQuota struct {
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mockQueryCoord
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retErr bool
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retFailStatus bool
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}
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type dataCoordMockForQuota struct {
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mockDataCoord
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retErr bool
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retFailStatus bool
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}
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func (q *queryCoordMockForQuota) GetMetrics(ctx context.Context, request *milvuspb.GetMetricsRequest) (*milvuspb.GetMetricsResponse, error) {
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if q.retErr {
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return nil, fmt.Errorf("mock err")
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}
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if q.retFailStatus {
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return &milvuspb.GetMetricsResponse{
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Status: failStatus(commonpb.ErrorCode_UnexpectedError, "mock failure status"),
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}, nil
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}
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return &milvuspb.GetMetricsResponse{
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Status: succStatus(),
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}, nil
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}
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func (d *dataCoordMockForQuota) GetMetrics(ctx context.Context, request *milvuspb.GetMetricsRequest) (*milvuspb.GetMetricsResponse, error) {
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if d.retErr {
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return nil, fmt.Errorf("mock err")
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}
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if d.retFailStatus {
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return &milvuspb.GetMetricsResponse{
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Status: failStatus(commonpb.ErrorCode_UnexpectedError, "mock failure status"),
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}, nil
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}
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return &milvuspb.GetMetricsResponse{
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Status: succStatus(),
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}, nil
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}
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func TestQuotaCenter(t *testing.T) {
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Params.Init()
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ctx, cancel := context.WithCancel(context.Background())
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defer cancel()
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core, err := NewCore(ctx, nil)
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assert.Nil(t, err)
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core.tsoAllocator = newMockTsoAllocator()
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pcm := newProxyClientManager(core.proxyCreator)
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t.Run("test QuotaCenter", func(t *testing.T) {
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quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
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go quotaCenter.run()
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time.Sleep(10 * time.Millisecond)
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quotaCenter.stop()
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})
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t.Run("test syncMetrics", func(t *testing.T) {
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quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
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err = quotaCenter.syncMetrics()
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assert.Error(t, err) // for empty response
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quotaCenter = NewQuotaCenter(pcm, &queryCoordMockForQuota{retErr: true}, &dataCoordMockForQuota{}, core.tsoAllocator)
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err = quotaCenter.syncMetrics()
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assert.Error(t, err)
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quotaCenter = NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{retErr: true}, core.tsoAllocator)
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err = quotaCenter.syncMetrics()
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assert.Error(t, err)
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quotaCenter = NewQuotaCenter(pcm, &queryCoordMockForQuota{retFailStatus: true}, &dataCoordMockForQuota{}, core.tsoAllocator)
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err = quotaCenter.syncMetrics()
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assert.Error(t, err)
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quotaCenter = NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{retFailStatus: true}, core.tsoAllocator)
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err = quotaCenter.syncMetrics()
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assert.Error(t, err)
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})
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t.Run("test forceDeny", func(t *testing.T) {
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quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
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quotaCenter.forceDenyReading(ManualForceDeny)
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assert.Equal(t, Limit(0), quotaCenter.currentRates[internalpb.RateType_DQLQuery])
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assert.Equal(t, Limit(0), quotaCenter.currentRates[internalpb.RateType_DQLQuery])
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quotaCenter.forceDenyWriting(ManualForceDeny)
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assert.Equal(t, Limit(0), quotaCenter.currentRates[internalpb.RateType_DMLInsert])
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assert.Equal(t, Limit(0), quotaCenter.currentRates[internalpb.RateType_DMLDelete])
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})
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t.Run("test calculateRates", func(t *testing.T) {
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quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
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err = quotaCenter.calculateRates()
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assert.NoError(t, err)
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alloc := newMockTsoAllocator()
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alloc.GenerateTSOF = func(count uint32) (typeutil.Timestamp, error) {
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return 0, fmt.Errorf("mock err")
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}
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quotaCenter.tsoAllocator = alloc
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err = quotaCenter.calculateRates()
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assert.Error(t, err)
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})
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t.Run("test getTimeTickDelayFactor", func(t *testing.T) {
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// test MaxTimestamp
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quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
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factor := quotaCenter.getTimeTickDelayFactor(0)
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assert.Equal(t, float64(1), factor)
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now := time.Now()
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Params.QuotaConfig.TtProtectionEnabled = true
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Params.QuotaConfig.MaxTimeTickDelay = 3 * time.Second
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// test force deny writing
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alloc := newMockTsoAllocator()
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alloc.GenerateTSOF = func(count uint32) (typeutil.Timestamp, error) {
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added := now.Add(Params.QuotaConfig.MaxTimeTickDelay)
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ts := tsoutil.ComposeTSByTime(added, 0)
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return ts, nil
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}
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quotaCenter.tsoAllocator = alloc
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quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{
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1: {Fgm: metricsinfo.FlowGraphMetric{
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MinFlowGraphTt: tsoutil.ComposeTSByTime(now, 0),
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NumFlowGraph: 1,
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}}}
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ts, err := quotaCenter.tsoAllocator.GenerateTSO(1)
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assert.NoError(t, err)
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factor = quotaCenter.getTimeTickDelayFactor(ts)
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assert.Equal(t, float64(0), factor)
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// test one-third time tick delay
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alloc.GenerateTSOF = func(count uint32) (typeutil.Timestamp, error) {
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oneThirdDelay := Params.QuotaConfig.MaxTimeTickDelay / 3
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added := now.Add(oneThirdDelay)
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oneThirdTs := tsoutil.ComposeTSByTime(added, 0)
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return oneThirdTs, nil
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}
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quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{
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1: {Fgm: metricsinfo.FlowGraphMetric{
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MinFlowGraphTt: tsoutil.ComposeTSByTime(now, 0),
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NumFlowGraph: 1,
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}}}
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ts, err = quotaCenter.tsoAllocator.GenerateTSO(1)
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assert.NoError(t, err)
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factor = quotaCenter.getTimeTickDelayFactor(ts)
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ok := math.Abs(factor-2.0/3.0) < 0.0001
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assert.True(t, ok)
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})
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t.Run("test getTimeTickDelayFactor factors", func(t *testing.T) {
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quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
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type ttCase struct {
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maxTtDelay time.Duration
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curTt time.Time
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fgTt time.Time
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expectedFactor float64
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}
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t0 := time.Now()
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ttCases := []ttCase{
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{10 * time.Second, t0, t0.Add(1 * time.Second), 1},
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{10 * time.Second, t0, t0, 1},
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{10 * time.Second, t0.Add(1 * time.Second), t0, 0.9},
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{10 * time.Second, t0.Add(2 * time.Second), t0, 0.8},
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{10 * time.Second, t0.Add(5 * time.Second), t0, 0.5},
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{10 * time.Second, t0.Add(7 * time.Second), t0, 0.3},
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{10 * time.Second, t0.Add(9 * time.Second), t0, 0.1},
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{10 * time.Second, t0.Add(10 * time.Second), t0, 0},
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{10 * time.Second, t0.Add(100 * time.Second), t0, 0},
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}
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backup := Params.QuotaConfig.MaxTimeTickDelay
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for i, c := range ttCases {
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Params.QuotaConfig.MaxTimeTickDelay = c.maxTtDelay
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fgTs := tsoutil.ComposeTSByTime(c.fgTt, 0)
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quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{1: {Fgm: metricsinfo.FlowGraphMetric{NumFlowGraph: 1, MinFlowGraphTt: fgTs}}}
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curTs := tsoutil.ComposeTSByTime(c.curTt, 0)
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factor := quotaCenter.getTimeTickDelayFactor(curTs)
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if math.Abs(factor-c.expectedFactor) > 0.000001 {
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t.Errorf("case %d failed: curTs[%v], fgTs[%v], expectedFactor: %f, actualFactor: %f",
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i, c.curTt, c.fgTt, c.expectedFactor, factor)
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}
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}
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Params.QuotaConfig.MaxTimeTickDelay = backup
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})
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t.Run("test getNQInQueryFactor", func(t *testing.T) {
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quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
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factor := quotaCenter.getNQInQueryFactor()
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assert.Equal(t, float64(1), factor)
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// test cool off
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Params.QuotaConfig.QueueProtectionEnabled = true
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Params.QuotaConfig.NQInQueueThreshold = 100
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quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{
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1: {SearchQueue: metricsinfo.ReadInfoInQueue{
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UnsolvedQueue: Params.QuotaConfig.NQInQueueThreshold,
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}}}
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factor = quotaCenter.getNQInQueryFactor()
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assert.Equal(t, Params.QuotaConfig.CoolOffSpeed, factor)
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// test no cool off
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quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{
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1: {SearchQueue: metricsinfo.ReadInfoInQueue{
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UnsolvedQueue: Params.QuotaConfig.NQInQueueThreshold - 1,
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}}}
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factor = quotaCenter.getNQInQueryFactor()
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assert.Equal(t, 1.0, factor)
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//ok := math.Abs(factor-1.0) < 0.0001
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//assert.True(t, ok)
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})
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t.Run("test getQueryLatencyFactor", func(t *testing.T) {
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quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
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factor := quotaCenter.getQueryLatencyFactor()
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assert.Equal(t, float64(1), factor)
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// test cool off
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Params.QuotaConfig.QueueProtectionEnabled = true
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Params.QuotaConfig.QueueLatencyThreshold = float64(3 * time.Second)
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quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{
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1: {SearchQueue: metricsinfo.ReadInfoInQueue{
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AvgQueueDuration: time.Duration(Params.QuotaConfig.QueueLatencyThreshold),
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}}}
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factor = quotaCenter.getQueryLatencyFactor()
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assert.Equal(t, Params.QuotaConfig.CoolOffSpeed, factor)
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// test no cool off
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quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{
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1: {SearchQueue: metricsinfo.ReadInfoInQueue{
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AvgQueueDuration: 1 * time.Second,
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}}}
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factor = quotaCenter.getQueryLatencyFactor()
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assert.Equal(t, 1.0, factor)
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})
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t.Run("test checkReadResult", func(t *testing.T) {
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quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
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factor := quotaCenter.getReadResultFactor()
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assert.Equal(t, float64(1), factor)
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// test cool off
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Params.QuotaConfig.ResultProtectionEnabled = true
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Params.QuotaConfig.MaxReadResultRate = 1
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quotaCenter.proxyMetrics = map[UniqueID]*metricsinfo.ProxyQuotaMetrics{
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1: {Rms: []metricsinfo.RateMetric{
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{Label: metricsinfo.ReadResultThroughput, Rate: 1.2},
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}}}
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factor = quotaCenter.getReadResultFactor()
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assert.Equal(t, Params.QuotaConfig.CoolOffSpeed, factor)
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// test no cool off
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quotaCenter.proxyMetrics = map[UniqueID]*metricsinfo.ProxyQuotaMetrics{
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1: {Rms: []metricsinfo.RateMetric{
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{Label: metricsinfo.ReadResultThroughput, Rate: 0.8},
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}}}
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factor = quotaCenter.getReadResultFactor()
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assert.Equal(t, 1.0, factor)
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})
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t.Run("test calculateReadRates", func(t *testing.T) {
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quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
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quotaCenter.proxyMetrics = map[UniqueID]*metricsinfo.ProxyQuotaMetrics{
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1: {Rms: []metricsinfo.RateMetric{
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{Label: internalpb.RateType_DQLSearch.String(), Rate: 100},
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{Label: internalpb.RateType_DQLQuery.String(), Rate: 100},
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}}}
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Params.QuotaConfig.ForceDenyReading = false
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Params.QuotaConfig.QueueProtectionEnabled = true
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Params.QuotaConfig.QueueLatencyThreshold = 100
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quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{
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1: {SearchQueue: metricsinfo.ReadInfoInQueue{
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AvgQueueDuration: time.Duration(Params.QuotaConfig.QueueLatencyThreshold),
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}}}
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quotaCenter.calculateReadRates()
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assert.Equal(t, Limit(100.0*0.9), quotaCenter.currentRates[internalpb.RateType_DQLSearch])
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assert.Equal(t, Limit(100.0*0.9), quotaCenter.currentRates[internalpb.RateType_DQLQuery])
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Params.QuotaConfig.NQInQueueThreshold = 100
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quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{
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1: {SearchQueue: metricsinfo.ReadInfoInQueue{
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UnsolvedQueue: Params.QuotaConfig.NQInQueueThreshold,
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}}}
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quotaCenter.calculateReadRates()
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assert.Equal(t, Limit(100.0*0.9), quotaCenter.currentRates[internalpb.RateType_DQLSearch])
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assert.Equal(t, Limit(100.0*0.9), quotaCenter.currentRates[internalpb.RateType_DQLQuery])
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Params.QuotaConfig.ResultProtectionEnabled = true
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Params.QuotaConfig.MaxReadResultRate = 1
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quotaCenter.proxyMetrics = map[UniqueID]*metricsinfo.ProxyQuotaMetrics{
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1: {Rms: []metricsinfo.RateMetric{
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{Label: internalpb.RateType_DQLSearch.String(), Rate: 100},
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{Label: internalpb.RateType_DQLQuery.String(), Rate: 100},
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{Label: metricsinfo.ReadResultThroughput, Rate: 1.2},
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}}}
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quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{1: {SearchQueue: metricsinfo.ReadInfoInQueue{}}}
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quotaCenter.calculateReadRates()
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assert.Equal(t, Limit(100.0*0.9), quotaCenter.currentRates[internalpb.RateType_DQLSearch])
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assert.Equal(t, Limit(100.0*0.9), quotaCenter.currentRates[internalpb.RateType_DQLQuery])
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})
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t.Run("test calculateWriteRates", func(t *testing.T) {
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quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
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err = quotaCenter.calculateWriteRates()
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assert.NoError(t, err)
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// DiskQuota exceeded
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quotaBackup := Params.QuotaConfig.DiskQuota
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Params.QuotaConfig.DiskQuota = 99
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quotaCenter.dataCoordMetrics = &metricsinfo.DataCoordQuotaMetrics{TotalBinlogSize: 100}
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err = quotaCenter.calculateWriteRates()
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assert.NoError(t, err)
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assert.Equal(t, Limit(0), quotaCenter.currentRates[internalpb.RateType_DMLInsert])
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assert.Equal(t, Limit(0), quotaCenter.currentRates[internalpb.RateType_DMLDelete])
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Params.QuotaConfig.DiskQuota = quotaBackup
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// force deny
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forceBak := Params.QuotaConfig.ForceDenyWriting
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Params.QuotaConfig.ForceDenyWriting = true
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err = quotaCenter.calculateWriteRates()
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assert.NoError(t, err)
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assert.Equal(t, Limit(0), quotaCenter.currentRates[internalpb.RateType_DMLInsert])
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assert.Equal(t, Limit(0), quotaCenter.currentRates[internalpb.RateType_DMLDelete])
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Params.QuotaConfig.ForceDenyWriting = forceBak
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})
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t.Run("test getMemoryFactor basic", func(t *testing.T) {
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quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
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factor := quotaCenter.getMemoryFactor()
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assert.Equal(t, float64(1), factor)
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quotaCenter.dataNodeMetrics = map[UniqueID]*metricsinfo.DataNodeQuotaMetrics{1: {Hms: metricsinfo.HardwareMetrics{MemoryUsage: 100, Memory: 100}}}
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factor = quotaCenter.getMemoryFactor()
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assert.Equal(t, float64(0), factor)
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quotaCenter.queryNodeMetrics = map[UniqueID]*metricsinfo.QueryNodeQuotaMetrics{1: {Hms: metricsinfo.HardwareMetrics{MemoryUsage: 100, Memory: 100}}}
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factor = quotaCenter.getMemoryFactor()
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assert.Equal(t, float64(0), factor)
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})
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t.Run("test getMemoryFactor factors", func(t *testing.T) {
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quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
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type memCase struct {
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lowWater float64
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highWater float64
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memUsage uint64
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memTotal uint64
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expectedFactor float64
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}
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memCases := []memCase{
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{0.8, 0.9, 10, 100, 1},
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{0.8, 0.9, 80, 100, 1},
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{0.8, 0.9, 82, 100, 0.8},
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{0.8, 0.9, 85, 100, 0.5},
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{0.8, 0.9, 88, 100, 0.2},
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{0.8, 0.9, 90, 100, 0},
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{0.85, 0.95, 25, 100, 1},
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{0.85, 0.95, 85, 100, 1},
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{0.85, 0.95, 87, 100, 0.8},
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{0.85, 0.95, 90, 100, 0.5},
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{0.85, 0.95, 93, 100, 0.2},
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{0.85, 0.95, 95, 100, 0},
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}
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lowBackup := Params.QuotaConfig.DataNodeMemoryLowWaterLevel
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highBackup := Params.QuotaConfig.DataNodeMemoryHighWaterLevel
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for i, c := range memCases {
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Params.QuotaConfig.QueryNodeMemoryLowWaterLevel = c.lowWater
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Params.QuotaConfig.QueryNodeMemoryHighWaterLevel = c.highWater
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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)
|
|
}
|
|
}
|
|
|
|
Params.QuotaConfig.QueryNodeMemoryLowWaterLevel = lowBackup
|
|
Params.QuotaConfig.QueryNodeMemoryHighWaterLevel = highBackup
|
|
})
|
|
|
|
t.Run("test ifDiskQuotaExceeded", func(t *testing.T) {
|
|
quotaCenter := NewQuotaCenter(pcm, &queryCoordMockForQuota{}, &dataCoordMockForQuota{}, core.tsoAllocator)
|
|
|
|
Params.QuotaConfig.DiskProtectionEnabled = false
|
|
ok := quotaCenter.ifDiskQuotaExceeded()
|
|
assert.False(t, ok)
|
|
Params.QuotaConfig.DiskProtectionEnabled = true
|
|
|
|
quotaBackup := Params.QuotaConfig.DiskQuota
|
|
Params.QuotaConfig.DiskQuota = 99
|
|
quotaCenter.dataCoordMetrics = &metricsinfo.DataCoordQuotaMetrics{TotalBinlogSize: 100}
|
|
ok = quotaCenter.ifDiskQuotaExceeded()
|
|
assert.True(t, ok)
|
|
|
|
Params.QuotaConfig.DiskQuota = 101
|
|
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
|
|
err = quotaCenter.setRates()
|
|
assert.NoError(t, err)
|
|
})
|
|
|
|
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])
|
|
})
|
|
}
|