mirror of
https://gitee.com/milvus-io/milvus.git
synced 2024-12-05 21:39:19 +08:00
ec282b1958
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
428 lines
12 KiB
Go
428 lines
12 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 indexnode
|
|
|
|
import (
|
|
"context"
|
|
"fmt"
|
|
"math/rand"
|
|
"sync"
|
|
"testing"
|
|
"time"
|
|
|
|
"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/indexpb"
|
|
"github.com/milvus-io/milvus/internal/proto/internalpb"
|
|
"github.com/milvus-io/milvus/internal/util/metautil"
|
|
"github.com/milvus-io/milvus/internal/util/metricsinfo"
|
|
"github.com/stretchr/testify/assert"
|
|
"github.com/stretchr/testify/require"
|
|
)
|
|
|
|
func genStorageConfig() *indexpb.StorageConfig {
|
|
return &indexpb.StorageConfig{
|
|
Address: Params.MinioCfg.Address.GetValue(),
|
|
AccessKeyID: Params.MinioCfg.AccessKeyID.GetValue(),
|
|
SecretAccessKey: Params.MinioCfg.SecretAccessKey.GetValue(),
|
|
BucketName: Params.MinioCfg.BucketName.GetValue(),
|
|
RootPath: Params.MinioCfg.RootPath.GetValue(),
|
|
IAMEndpoint: Params.MinioCfg.IAMEndpoint.GetValue(),
|
|
UseSSL: Params.MinioCfg.UseSSL.GetAsBool(),
|
|
UseIAM: Params.MinioCfg.UseIAM.GetAsBool(),
|
|
}
|
|
}
|
|
|
|
func TestIndexNodeSimple(t *testing.T) {
|
|
in, err := NewMockIndexNodeComponent(context.TODO())
|
|
require.Nil(t, err)
|
|
defer in.Stop()
|
|
ctx := context.TODO()
|
|
state, err := in.GetComponentStates(ctx)
|
|
assert.Nil(t, err)
|
|
assert.Equal(t, state.Status.ErrorCode, commonpb.ErrorCode_Success)
|
|
assert.Equal(t, state.State.StateCode, commonpb.StateCode_Healthy)
|
|
|
|
assert.Nil(t, err, err)
|
|
var (
|
|
clusterID = "test-milvus"
|
|
idxFilePrefix = "mock_idx"
|
|
buildID int64 = 1
|
|
collID int64 = 101
|
|
partID int64 = 201
|
|
segID int64 = 301
|
|
idxID int64 = 401
|
|
idxName = "mock_idx"
|
|
vecDim int64 = 8
|
|
typeParams = []*commonpb.KeyValuePair{
|
|
{
|
|
Key: "dim",
|
|
Value: fmt.Sprintf("%d", vecDim),
|
|
},
|
|
}
|
|
indexParams = []*commonpb.KeyValuePair{
|
|
{
|
|
Key: "metric_type",
|
|
Value: "L2",
|
|
},
|
|
{
|
|
Key: "index_type",
|
|
Value: "IVF_FLAT",
|
|
},
|
|
{
|
|
Key: "nlist",
|
|
Value: "128",
|
|
},
|
|
}
|
|
mockChunkMgr = mockChunkMgrIns
|
|
)
|
|
|
|
mockChunkMgr.mockFieldData(1000, dim, collID, partID, segID)
|
|
t.Run("create job", func(t *testing.T) {
|
|
createReq := &indexpb.CreateJobRequest{
|
|
ClusterID: clusterID,
|
|
IndexFilePrefix: idxFilePrefix,
|
|
BuildID: buildID,
|
|
DataPaths: []string{dataPath(collID, partID, segID)},
|
|
IndexVersion: 0,
|
|
IndexID: idxID,
|
|
IndexName: idxName,
|
|
IndexParams: indexParams,
|
|
TypeParams: typeParams,
|
|
StorageConfig: genStorageConfig(),
|
|
}
|
|
status, err := in.CreateJob(ctx, createReq)
|
|
assert.Nil(t, err)
|
|
assert.Equal(t, status.ErrorCode, commonpb.ErrorCode_Success)
|
|
})
|
|
|
|
t.Run(("query job"), func(t *testing.T) {
|
|
queryJob := &indexpb.QueryJobsRequest{
|
|
ClusterID: clusterID,
|
|
BuildIDs: []int64{buildID},
|
|
}
|
|
timeout := time.After(time.Second * 10)
|
|
var idxInfo *indexpb.IndexTaskInfo
|
|
Loop:
|
|
for {
|
|
select {
|
|
case <-timeout:
|
|
t.Fatal("timeout for querying jobs")
|
|
default:
|
|
time.Sleep(1 * time.Millisecond)
|
|
resp, err := in.QueryJobs(ctx, queryJob)
|
|
assert.Nil(t, err)
|
|
assert.Equal(t, resp.Status.ErrorCode, commonpb.ErrorCode_Success)
|
|
assert.Equal(t, resp.ClusterID, clusterID)
|
|
|
|
for _, indexInfo := range resp.IndexInfos {
|
|
if indexInfo.BuildID == buildID {
|
|
if indexInfo.State == commonpb.IndexState_Finished {
|
|
idxInfo = indexInfo
|
|
break Loop
|
|
}
|
|
}
|
|
}
|
|
|
|
}
|
|
}
|
|
|
|
assert.NotNil(t, idxInfo)
|
|
for _, idxFileID := range idxInfo.IndexFileKeys {
|
|
idxFile := metautil.BuildSegmentIndexFilePath(mockChunkMgr.RootPath(), buildID, 0,
|
|
partID, segID, idxFileID)
|
|
_, ok := mockChunkMgr.indexedData.Load(idxFile)
|
|
assert.True(t, ok)
|
|
t.Logf("indexed file: %s", idxFile)
|
|
}
|
|
|
|
jobNumRet, err := in.GetJobStats(ctx, &indexpb.GetJobStatsRequest{})
|
|
assert.Nil(t, err)
|
|
assert.Equal(t, jobNumRet.Status.GetErrorCode(), commonpb.ErrorCode_Success)
|
|
assert.Equal(t, jobNumRet.TotalJobNum, int64(0))
|
|
assert.Equal(t, jobNumRet.InProgressJobNum, int64(0))
|
|
assert.Equal(t, jobNumRet.EnqueueJobNum, int64(0))
|
|
assert.Equal(t, jobNumRet.TaskSlots, int64(1))
|
|
assert.Equal(t, len(jobNumRet.JobInfos), 1)
|
|
jobInfo := jobNumRet.JobInfos[0]
|
|
|
|
assert.True(t, jobInfo.Dim == 8)
|
|
assert.True(t, jobInfo.NumRows == 1000)
|
|
assert.True(t, jobInfo.PodID == 1)
|
|
assert.ElementsMatch(t, jobInfo.IndexParams, indexParams)
|
|
})
|
|
|
|
t.Run("drop not exists jobs", func(t *testing.T) {
|
|
status, err := in.DropJobs(ctx, &indexpb.DropJobsRequest{
|
|
ClusterID: clusterID,
|
|
BuildIDs: []int64{100001},
|
|
})
|
|
assert.Nil(t, err)
|
|
assert.Equal(t, status.ErrorCode, commonpb.ErrorCode_Success)
|
|
})
|
|
}
|
|
|
|
type testTask struct {
|
|
buildID int64
|
|
collID int64
|
|
partID int64
|
|
segID int64
|
|
idxID int64
|
|
dim int
|
|
rownum int
|
|
typeParams []*commonpb.KeyValuePair
|
|
idxParams []*commonpb.KeyValuePair
|
|
}
|
|
|
|
func TestIndexNodeComplex(t *testing.T) {
|
|
var (
|
|
clusterID string
|
|
buildID0 int64
|
|
collID0 int64 = 10000
|
|
partID0 int64 = 20000
|
|
segID0 int64 = 30000
|
|
idxID0 int64 = 40000
|
|
typesParamsLists = [][]*commonpb.KeyValuePair{
|
|
{{
|
|
Key: "dim",
|
|
Value: fmt.Sprintf("%d", 8),
|
|
}},
|
|
{{
|
|
Key: "dim",
|
|
Value: fmt.Sprintf("%d", 16),
|
|
}},
|
|
{{
|
|
Key: "dim",
|
|
Value: fmt.Sprintf("%d", 32),
|
|
}},
|
|
}
|
|
rowNums = []int{100, 1000, 10000}
|
|
dims = []int{8, 16, 32}
|
|
indexParams = []*commonpb.KeyValuePair{
|
|
{
|
|
Key: "nlist",
|
|
Value: "128",
|
|
},
|
|
{
|
|
Key: "metric_type",
|
|
Value: "L2",
|
|
},
|
|
{
|
|
Key: "index_type",
|
|
Value: "IVF_FLAT",
|
|
},
|
|
}
|
|
)
|
|
in, err := NewMockIndexNodeComponent(context.TODO())
|
|
require.Nil(t, err)
|
|
defer in.Stop()
|
|
ctx := context.TODO()
|
|
state, err := in.GetComponentStates(ctx)
|
|
assert.Nil(t, err)
|
|
assert.Equal(t, state.Status.ErrorCode, commonpb.ErrorCode_Success)
|
|
assert.Equal(t, state.State.StateCode, commonpb.StateCode_Healthy)
|
|
|
|
mockChunkMgr := mockChunkMgrIns
|
|
|
|
tasks := make([]*testTask, 0)
|
|
var i int64
|
|
t.Logf("preparing mock data...")
|
|
wg := sync.WaitGroup{}
|
|
for i = 0; i < 10; i++ {
|
|
task := &testTask{
|
|
buildID: i + buildID0,
|
|
collID: i + collID0,
|
|
partID: i + partID0,
|
|
segID: i + segID0,
|
|
idxID: i + idxID0,
|
|
typeParams: typesParamsLists[i%3],
|
|
dim: dims[i%3],
|
|
rownum: rowNums[i%3],
|
|
idxParams: indexParams,
|
|
}
|
|
wg.Add(1)
|
|
go func() {
|
|
defer wg.Done()
|
|
if rand.Float32() < 0.5 {
|
|
mockChunkMgr.mockFieldData(task.rownum, task.dim, task.collID, task.partID, task.segID)
|
|
}
|
|
}()
|
|
tasks = append(tasks, task)
|
|
}
|
|
wg.Wait()
|
|
|
|
t.Logf("start concurent testing")
|
|
testwg := sync.WaitGroup{}
|
|
for i := 0; i < len(tasks); i++ {
|
|
req := &indexpb.CreateJobRequest{
|
|
ClusterID: clusterID,
|
|
IndexFilePrefix: "mock_idx",
|
|
BuildID: tasks[i].buildID,
|
|
DataPaths: []string{dataPath(tasks[i].collID, tasks[i].partID, tasks[i].segID)},
|
|
IndexVersion: 0,
|
|
IndexID: tasks[i].idxID,
|
|
IndexName: fmt.Sprintf("idx%d", tasks[i].idxID),
|
|
IndexParams: tasks[i].idxParams,
|
|
TypeParams: tasks[i].typeParams,
|
|
StorageConfig: genStorageConfig(),
|
|
}
|
|
testwg.Add(1)
|
|
go func() {
|
|
defer testwg.Done()
|
|
status, err := in.CreateJob(ctx, req)
|
|
assert.Nil(t, err)
|
|
assert.Equal(t, status.ErrorCode, commonpb.ErrorCode_Success)
|
|
}()
|
|
|
|
testwg.Add(1)
|
|
go func(idx int) {
|
|
defer testwg.Done()
|
|
if rand.Float32() < 0.5 {
|
|
status, err := in.DropJobs(ctx, &indexpb.DropJobsRequest{
|
|
ClusterID: clusterID,
|
|
BuildIDs: []int64{tasks[idx].buildID},
|
|
})
|
|
assert.Nil(t, err)
|
|
assert.Equal(t, status.ErrorCode, commonpb.ErrorCode_Success)
|
|
}
|
|
}(i)
|
|
}
|
|
testwg.Wait()
|
|
timeout := time.After(time.Second * 30)
|
|
Loop:
|
|
for {
|
|
select {
|
|
case <-timeout:
|
|
t.Fatal("timeout testing")
|
|
default:
|
|
jobNumRet, err := in.GetJobStats(ctx, &indexpb.GetJobStatsRequest{})
|
|
assert.Nil(t, err)
|
|
assert.Equal(t, jobNumRet.Status.ErrorCode, commonpb.ErrorCode_Success)
|
|
if jobNumRet.TotalJobNum == 0 {
|
|
break Loop
|
|
}
|
|
time.Sleep(time.Second)
|
|
}
|
|
}
|
|
buildIDs := make([]int64, 0, len(tasks))
|
|
for _, task := range tasks {
|
|
buildIDs = append(buildIDs, task.buildID)
|
|
}
|
|
jobresp, err := in.QueryJobs(ctx, &indexpb.QueryJobsRequest{
|
|
ClusterID: clusterID,
|
|
BuildIDs: buildIDs,
|
|
})
|
|
assert.Nil(t, err)
|
|
assert.Equal(t, jobresp.Status.ErrorCode, jobresp.Status.ErrorCode)
|
|
|
|
for _, job := range jobresp.IndexInfos {
|
|
task := tasks[job.BuildID-buildID0]
|
|
if job.State == commonpb.IndexState_Finished {
|
|
for _, idxFileID := range job.IndexFileKeys {
|
|
idxFile := metautil.BuildSegmentIndexFilePath(mockChunkMgr.RootPath(), task.buildID,
|
|
0, task.partID, task.segID, idxFileID)
|
|
_, ok := mockChunkMgr.indexedData.Load(idxFile)
|
|
assert.True(t, ok)
|
|
}
|
|
t.Logf("buildID: %d, indexFiles: %v", job.BuildID, job.IndexFileKeys)
|
|
} else {
|
|
_, ok := mockChunkMgr.indexedData.Load(dataPath(task.collID, task.partID, task.segID))
|
|
assert.False(t, ok)
|
|
}
|
|
}
|
|
|
|
// stop indexnode
|
|
assert.Nil(t, in.Stop())
|
|
node := in.(*mockIndexNodeComponent).IndexNode
|
|
assert.Equal(t, 0, len(node.tasks))
|
|
assert.Equal(t, commonpb.StateCode_Abnormal, node.lifetime.GetState())
|
|
}
|
|
|
|
func TestAbnormalIndexNode(t *testing.T) {
|
|
in, err := NewMockIndexNodeComponent(context.TODO())
|
|
assert.Nil(t, err)
|
|
assert.Nil(t, in.Stop())
|
|
ctx := context.TODO()
|
|
status, err := in.CreateJob(ctx, &indexpb.CreateJobRequest{})
|
|
assert.Nil(t, err)
|
|
assert.Equal(t, status.ErrorCode, commonpb.ErrorCode_UnexpectedError)
|
|
|
|
qresp, err := in.QueryJobs(ctx, &indexpb.QueryJobsRequest{})
|
|
assert.Nil(t, err)
|
|
assert.Equal(t, qresp.Status.ErrorCode, commonpb.ErrorCode_UnexpectedError)
|
|
|
|
status, err = in.DropJobs(ctx, &indexpb.DropJobsRequest{})
|
|
assert.Nil(t, err)
|
|
assert.Equal(t, status.ErrorCode, commonpb.ErrorCode_UnexpectedError)
|
|
|
|
jobNumRsp, err := in.GetJobStats(ctx, &indexpb.GetJobStatsRequest{})
|
|
assert.Nil(t, err)
|
|
assert.Equal(t, jobNumRsp.Status.ErrorCode, commonpb.ErrorCode_UnexpectedError)
|
|
|
|
metricsResp, err := in.GetMetrics(ctx, &milvuspb.GetMetricsRequest{})
|
|
assert.Nil(t, err)
|
|
assert.Equal(t, metricsResp.Status.ErrorCode, commonpb.ErrorCode_UnexpectedError)
|
|
|
|
configurationResp, err := in.ShowConfigurations(ctx, &internalpb.ShowConfigurationsRequest{})
|
|
assert.Nil(t, err)
|
|
assert.Equal(t, configurationResp.Status.ErrorCode, commonpb.ErrorCode_UnexpectedError)
|
|
}
|
|
|
|
func TestGetMetrics(t *testing.T) {
|
|
var (
|
|
ctx = context.TODO()
|
|
metricReq, _ = metricsinfo.ConstructRequestByMetricType(metricsinfo.SystemInfoMetrics)
|
|
)
|
|
in, err := NewMockIndexNodeComponent(ctx)
|
|
assert.Nil(t, err)
|
|
defer in.Stop()
|
|
resp, err := in.GetMetrics(ctx, metricReq)
|
|
assert.Nil(t, err)
|
|
assert.Equal(t, resp.Status.ErrorCode, commonpb.ErrorCode_Success)
|
|
t.Logf("Component: %s, Metrics: %s", resp.ComponentName, resp.Response)
|
|
}
|
|
|
|
func TestGetMetricsError(t *testing.T) {
|
|
var (
|
|
ctx = context.TODO()
|
|
)
|
|
|
|
in, err := NewMockIndexNodeComponent(ctx)
|
|
assert.Nil(t, err)
|
|
defer in.Stop()
|
|
errReq := &milvuspb.GetMetricsRequest{
|
|
Request: `{"metric_typ": "system_info"}`,
|
|
}
|
|
resp, err := in.GetMetrics(ctx, errReq)
|
|
assert.Nil(t, err)
|
|
assert.Equal(t, resp.Status.ErrorCode, commonpb.ErrorCode_UnexpectedError)
|
|
|
|
unsupportedReq := &milvuspb.GetMetricsRequest{
|
|
Request: `{"metric_type": "application_info"}`,
|
|
}
|
|
resp, err = in.GetMetrics(ctx, unsupportedReq)
|
|
assert.Nil(t, err)
|
|
assert.Equal(t, resp.Status.ErrorCode, commonpb.ErrorCode_UnexpectedError)
|
|
assert.Equal(t, resp.Status.Reason, metricsinfo.MsgUnimplementedMetric)
|
|
}
|
|
|
|
func TestMockFieldData(t *testing.T) {
|
|
chunkMgr := NewMockChunkManager()
|
|
|
|
chunkMgr.mockFieldData(100000, 8, 0, 0, 1)
|
|
}
|