mirror of
https://gitee.com/milvus-io/milvus.git
synced 2024-12-05 05:18:52 +08:00
18df2ba6fd
Support Database(#23742) Fix db nonexists error for FlushAll (#24222) Fix check collection limits fails (#24235) backward compatibility with empty DB name (#24317) Fix GetFlushAllState with DB (#24347) Remove db from global meta cache after drop database (#24474) Fix db name is empty for describe collection response (#24603) Add RBAC for Database API (#24653) Fix miss load the same name collection during recover stage (#24941) RBAC supports Database validation (#23609) Fix to list grant with db return empty (#23922) Optimize PrivilegeAll permission check (#23972) Add the default db value for the rbac request (#24307) Signed-off-by: jaime <yun.zhang@zilliz.com> Co-authored-by: SimFG <bang.fu@zilliz.com> Co-authored-by: longjiquan <jiquan.long@zilliz.com>
916 lines
25 KiB
Go
916 lines
25 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 proxy
|
|
|
|
import (
|
|
"context"
|
|
"fmt"
|
|
"strings"
|
|
"testing"
|
|
"time"
|
|
|
|
"github.com/cockroachdb/errors"
|
|
"github.com/golang/protobuf/proto"
|
|
"github.com/stretchr/testify/assert"
|
|
"github.com/stretchr/testify/mock"
|
|
"github.com/stretchr/testify/require"
|
|
"go.uber.org/zap"
|
|
|
|
"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
|
|
"github.com/milvus-io/milvus-proto/go-api/v2/milvuspb"
|
|
"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
|
|
"github.com/milvus-io/milvus/internal/proto/internalpb"
|
|
"github.com/milvus-io/milvus/internal/proto/querypb"
|
|
"github.com/milvus-io/milvus/internal/types"
|
|
"github.com/milvus-io/milvus/pkg/common"
|
|
"github.com/milvus-io/milvus/pkg/log"
|
|
"github.com/milvus-io/milvus/pkg/util/funcutil"
|
|
"github.com/milvus-io/milvus/pkg/util/paramtable"
|
|
"github.com/milvus-io/milvus/pkg/util/typeutil"
|
|
)
|
|
|
|
func TestQueryTask_all(t *testing.T) {
|
|
var (
|
|
err error
|
|
ctx = context.TODO()
|
|
|
|
rc = NewRootCoordMock()
|
|
qc = types.NewMockQueryCoord(t)
|
|
qn = getQueryNode()
|
|
|
|
shardsNum = common.DefaultShardsNum
|
|
collectionName = t.Name() + funcutil.GenRandomStr()
|
|
|
|
expr = fmt.Sprintf("%s > 0", testInt64Field)
|
|
hitNum = 10
|
|
)
|
|
|
|
qn.EXPECT().GetComponentStates(mock.Anything).Return(nil, nil).Maybe()
|
|
|
|
successStatus := commonpb.Status{ErrorCode: commonpb.ErrorCode_Success}
|
|
qc.EXPECT().Start().Return(nil)
|
|
qc.EXPECT().Stop().Return(nil)
|
|
qc.EXPECT().LoadCollection(mock.Anything, mock.Anything).Return(&successStatus, nil)
|
|
qc.EXPECT().GetShardLeaders(mock.Anything, mock.Anything).Return(&querypb.GetShardLeadersResponse{
|
|
Status: &successStatus,
|
|
Shards: []*querypb.ShardLeadersList{
|
|
{
|
|
ChannelName: "channel-1",
|
|
NodeIds: []int64{1, 2, 3},
|
|
NodeAddrs: []string{"localhost:9000", "localhost:9001", "localhost:9002"},
|
|
},
|
|
},
|
|
}, nil).Maybe()
|
|
|
|
mgr := NewMockShardClientManager(t)
|
|
mgr.EXPECT().GetClient(mock.Anything, mock.Anything).Return(qn, nil).Maybe()
|
|
mgr.EXPECT().UpdateShardLeaders(mock.Anything, mock.Anything).Return(nil).Maybe()
|
|
lb := NewLBPolicyImpl(mgr)
|
|
|
|
rc.Start()
|
|
defer rc.Stop()
|
|
qc.Start()
|
|
defer qc.Stop()
|
|
|
|
err = InitMetaCache(ctx, rc, qc, mgr)
|
|
assert.NoError(t, err)
|
|
|
|
fieldName2Types := map[string]schemapb.DataType{
|
|
testBoolField: schemapb.DataType_Bool,
|
|
testInt32Field: schemapb.DataType_Int32,
|
|
testInt64Field: schemapb.DataType_Int64,
|
|
testFloatField: schemapb.DataType_Float,
|
|
testDoubleField: schemapb.DataType_Double,
|
|
testFloatVecField: schemapb.DataType_FloatVector,
|
|
}
|
|
if enableMultipleVectorFields {
|
|
fieldName2Types[testBinaryVecField] = schemapb.DataType_BinaryVector
|
|
}
|
|
|
|
schema := constructCollectionSchemaByDataType(collectionName, fieldName2Types, testInt64Field, false)
|
|
marshaledSchema, err := proto.Marshal(schema)
|
|
assert.NoError(t, err)
|
|
|
|
createColT := &createCollectionTask{
|
|
Condition: NewTaskCondition(ctx),
|
|
CreateCollectionRequest: &milvuspb.CreateCollectionRequest{
|
|
CollectionName: collectionName,
|
|
Schema: marshaledSchema,
|
|
ShardsNum: shardsNum,
|
|
},
|
|
ctx: ctx,
|
|
rootCoord: rc,
|
|
}
|
|
|
|
require.NoError(t, createColT.OnEnqueue())
|
|
require.NoError(t, createColT.PreExecute(ctx))
|
|
require.NoError(t, createColT.Execute(ctx))
|
|
require.NoError(t, createColT.PostExecute(ctx))
|
|
|
|
collectionID, err := globalMetaCache.GetCollectionID(ctx, GetCurDBNameFromContextOrDefault(ctx), collectionName)
|
|
assert.NoError(t, err)
|
|
|
|
status, err := qc.LoadCollection(ctx, &querypb.LoadCollectionRequest{
|
|
Base: &commonpb.MsgBase{
|
|
MsgType: commonpb.MsgType_LoadCollection,
|
|
SourceID: paramtable.GetNodeID(),
|
|
},
|
|
CollectionID: collectionID,
|
|
})
|
|
require.NoError(t, err)
|
|
require.Equal(t, commonpb.ErrorCode_Success, status.ErrorCode)
|
|
|
|
// test begins
|
|
task := &queryTask{
|
|
Condition: NewTaskCondition(ctx),
|
|
RetrieveRequest: &internalpb.RetrieveRequest{
|
|
Base: &commonpb.MsgBase{
|
|
MsgType: commonpb.MsgType_Retrieve,
|
|
SourceID: paramtable.GetNodeID(),
|
|
},
|
|
CollectionID: collectionID,
|
|
OutputFieldsId: make([]int64, len(fieldName2Types)),
|
|
},
|
|
ctx: ctx,
|
|
result: &milvuspb.QueryResults{
|
|
Status: &commonpb.Status{
|
|
ErrorCode: commonpb.ErrorCode_Success,
|
|
},
|
|
FieldsData: []*schemapb.FieldData{},
|
|
},
|
|
request: &milvuspb.QueryRequest{
|
|
Base: &commonpb.MsgBase{
|
|
MsgType: commonpb.MsgType_Retrieve,
|
|
SourceID: paramtable.GetNodeID(),
|
|
},
|
|
CollectionName: collectionName,
|
|
Expr: expr,
|
|
QueryParams: []*commonpb.KeyValuePair{
|
|
{
|
|
Key: IgnoreGrowingKey,
|
|
Value: "false",
|
|
},
|
|
{
|
|
Key: IterationExtensionReduceRateKey,
|
|
Value: "10",
|
|
},
|
|
},
|
|
},
|
|
qc: qc,
|
|
lb: lb,
|
|
}
|
|
|
|
assert.NoError(t, task.OnEnqueue())
|
|
|
|
// test query task with timeout
|
|
ctx1, cancel1 := context.WithTimeout(ctx, 10*time.Second)
|
|
defer cancel1()
|
|
// before preExecute
|
|
assert.Equal(t, typeutil.ZeroTimestamp, task.TimeoutTimestamp)
|
|
task.ctx = ctx1
|
|
assert.NoError(t, task.PreExecute(ctx))
|
|
// after preExecute
|
|
assert.Greater(t, task.TimeoutTimestamp, typeutil.ZeroTimestamp)
|
|
|
|
// check iteration extension reduce
|
|
assert.Equal(t, int64(10), task.RetrieveRequest.IterationExtensionReduceRate)
|
|
task.request.QueryParams = append(task.request.QueryParams, &commonpb.KeyValuePair{
|
|
Key: IterationExtensionReduceRateKey,
|
|
Value: "10XXX",
|
|
})
|
|
assert.Error(t, task.PreExecute(ctx))
|
|
|
|
result1 := &internalpb.RetrieveResults{
|
|
Base: &commonpb.MsgBase{MsgType: commonpb.MsgType_RetrieveResult},
|
|
Status: &commonpb.Status{
|
|
ErrorCode: commonpb.ErrorCode_Success,
|
|
},
|
|
Ids: &schemapb.IDs{
|
|
IdField: &schemapb.IDs_IntId{
|
|
IntId: &schemapb.LongArray{Data: generateInt64Array(hitNum)},
|
|
},
|
|
},
|
|
}
|
|
|
|
outputFieldIDs := make([]UniqueID, 0, len(fieldName2Types))
|
|
for i := 0; i < len(fieldName2Types); i++ {
|
|
outputFieldIDs = append(outputFieldIDs, int64(common.StartOfUserFieldID+i))
|
|
}
|
|
task.RetrieveRequest.OutputFieldsId = outputFieldIDs
|
|
for fieldName, dataType := range fieldName2Types {
|
|
result1.FieldsData = append(result1.FieldsData, generateFieldData(dataType, fieldName, hitNum))
|
|
}
|
|
result1.FieldsData = append(result1.FieldsData, generateFieldData(schemapb.DataType_Int64, common.TimeStampFieldName, hitNum))
|
|
task.RetrieveRequest.OutputFieldsId = append(task.RetrieveRequest.OutputFieldsId, common.TimeStampField)
|
|
task.ctx = ctx
|
|
qn.ExpectedCalls = nil
|
|
qn.EXPECT().GetComponentStates(mock.Anything).Return(nil, nil).Maybe()
|
|
qn.EXPECT().Query(mock.Anything, mock.Anything).Return(nil, errors.New("mock error"))
|
|
assert.Error(t, task.Execute(ctx))
|
|
|
|
qn.ExpectedCalls = nil
|
|
qn.EXPECT().GetComponentStates(mock.Anything).Return(nil, nil).Maybe()
|
|
qn.EXPECT().Query(mock.Anything, mock.Anything).Return(&internalpb.RetrieveResults{
|
|
Status: &commonpb.Status{
|
|
ErrorCode: commonpb.ErrorCode_NotShardLeader,
|
|
},
|
|
}, nil)
|
|
err = task.Execute(ctx)
|
|
assert.True(t, strings.Contains(err.Error(), errInvalidShardLeaders.Error()))
|
|
|
|
qn.ExpectedCalls = nil
|
|
qn.EXPECT().GetComponentStates(mock.Anything).Return(nil, nil).Maybe()
|
|
qn.EXPECT().Query(mock.Anything, mock.Anything).Return(&internalpb.RetrieveResults{
|
|
Status: &commonpb.Status{
|
|
ErrorCode: commonpb.ErrorCode_UnexpectedError,
|
|
},
|
|
}, nil)
|
|
assert.Error(t, task.Execute(ctx))
|
|
|
|
qn.ExpectedCalls = nil
|
|
qn.EXPECT().GetComponentStates(mock.Anything).Return(nil, nil).Maybe()
|
|
qn.EXPECT().Query(mock.Anything, mock.Anything).Return(result1, nil)
|
|
assert.NoError(t, task.Execute(ctx))
|
|
|
|
task.queryParams = &queryParams{
|
|
limit: 100,
|
|
offset: 100,
|
|
}
|
|
assert.NoError(t, task.PostExecute(ctx))
|
|
|
|
for i := 0; i < len(task.result.FieldsData); i++ {
|
|
assert.NotEqual(t, task.result.FieldsData[i].FieldId, common.TimeStampField)
|
|
}
|
|
}
|
|
|
|
func Test_translateToOutputFieldIDs(t *testing.T) {
|
|
type testCases struct {
|
|
name string
|
|
outputFields []string
|
|
schema *schemapb.CollectionSchema
|
|
expectedError bool
|
|
expectedIDs []int64
|
|
}
|
|
|
|
cases := []testCases{
|
|
{
|
|
name: "empty output fields",
|
|
outputFields: []string{},
|
|
schema: &schemapb.CollectionSchema{
|
|
Fields: []*schemapb.FieldSchema{
|
|
{
|
|
FieldID: common.RowIDField,
|
|
Name: common.RowIDFieldName,
|
|
},
|
|
{
|
|
FieldID: 100,
|
|
Name: "ID",
|
|
IsPrimaryKey: true,
|
|
},
|
|
{
|
|
FieldID: 101,
|
|
Name: "Vector",
|
|
},
|
|
},
|
|
},
|
|
expectedError: false,
|
|
expectedIDs: []int64{100, 101},
|
|
},
|
|
{
|
|
name: "nil output fields",
|
|
outputFields: nil,
|
|
schema: &schemapb.CollectionSchema{
|
|
Fields: []*schemapb.FieldSchema{
|
|
{
|
|
FieldID: common.RowIDField,
|
|
Name: common.RowIDFieldName,
|
|
},
|
|
{
|
|
FieldID: 100,
|
|
Name: "ID",
|
|
IsPrimaryKey: true,
|
|
},
|
|
{
|
|
FieldID: 101,
|
|
Name: "Vector",
|
|
},
|
|
},
|
|
},
|
|
expectedError: false,
|
|
expectedIDs: []int64{100, 101},
|
|
},
|
|
{
|
|
name: "full list",
|
|
outputFields: []string{"ID", "Vector"},
|
|
schema: &schemapb.CollectionSchema{
|
|
Fields: []*schemapb.FieldSchema{
|
|
{
|
|
FieldID: common.RowIDField,
|
|
Name: common.RowIDFieldName,
|
|
},
|
|
{
|
|
FieldID: 100,
|
|
Name: "ID",
|
|
IsPrimaryKey: true,
|
|
},
|
|
{
|
|
FieldID: 101,
|
|
Name: "Vector",
|
|
},
|
|
},
|
|
},
|
|
expectedError: false,
|
|
expectedIDs: []int64{100, 101},
|
|
},
|
|
{
|
|
name: "vector only",
|
|
outputFields: []string{"Vector"},
|
|
schema: &schemapb.CollectionSchema{
|
|
Fields: []*schemapb.FieldSchema{
|
|
{
|
|
FieldID: common.RowIDField,
|
|
Name: common.RowIDFieldName,
|
|
},
|
|
{
|
|
FieldID: 100,
|
|
Name: "ID",
|
|
IsPrimaryKey: true,
|
|
},
|
|
{
|
|
FieldID: 101,
|
|
Name: "Vector",
|
|
},
|
|
},
|
|
},
|
|
expectedError: false,
|
|
expectedIDs: []int64{101, 100},
|
|
},
|
|
{
|
|
name: "with field not exist",
|
|
outputFields: []string{"ID", "Vector", "Extra"},
|
|
schema: &schemapb.CollectionSchema{
|
|
Fields: []*schemapb.FieldSchema{
|
|
{
|
|
FieldID: common.RowIDField,
|
|
Name: common.RowIDFieldName,
|
|
},
|
|
{
|
|
FieldID: 100,
|
|
Name: "ID",
|
|
IsPrimaryKey: true,
|
|
},
|
|
{
|
|
FieldID: 101,
|
|
Name: "Vector",
|
|
},
|
|
},
|
|
},
|
|
expectedError: true,
|
|
},
|
|
}
|
|
|
|
for _, tc := range cases {
|
|
t.Run(tc.name, func(t *testing.T) {
|
|
ids, err := translateToOutputFieldIDs(tc.outputFields, tc.schema)
|
|
if tc.expectedError {
|
|
assert.Error(t, err)
|
|
} else {
|
|
assert.NoError(t, err)
|
|
require.Equal(t, len(tc.expectedIDs), len(ids))
|
|
for idx, expectedID := range tc.expectedIDs {
|
|
assert.Equal(t, expectedID, ids[idx])
|
|
}
|
|
}
|
|
})
|
|
}
|
|
}
|
|
|
|
func TestTaskQuery_functions(t *testing.T) {
|
|
t.Run("test parseQueryParams", func(t *testing.T) {
|
|
tests := []struct {
|
|
description string
|
|
|
|
inKey []string
|
|
inValue []string
|
|
|
|
expectErr bool
|
|
outLimit int64
|
|
outOffset int64
|
|
}{
|
|
{"empty input", []string{}, []string{}, false, typeutil.Unlimited, 0},
|
|
{"valid limit=1", []string{LimitKey}, []string{"1"}, false, 1, 0},
|
|
{"valid limit=1, offset=2", []string{LimitKey, OffsetKey}, []string{"1", "2"}, false, 1, 2},
|
|
{"valid no limit, offset=2", []string{OffsetKey}, []string{"2"}, false, typeutil.Unlimited, 0},
|
|
{"invalid limit str", []string{LimitKey}, []string{"a"}, true, 0, 0},
|
|
{"invalid limit zero", []string{LimitKey}, []string{"0"}, true, 0, 0},
|
|
{"invalid limit negative", []string{LimitKey}, []string{"-1"}, true, 0, 0},
|
|
{"invalid limit 16385", []string{LimitKey}, []string{"16385"}, true, 0, 0},
|
|
{"invalid offset negative", []string{LimitKey, OffsetKey}, []string{"1", "-1"}, true, 0, 0},
|
|
{"invalid offset 16385", []string{LimitKey, OffsetKey}, []string{"1", "16385"}, true, 0, 0},
|
|
{"invalid limit=16384 offset=16384", []string{LimitKey, OffsetKey}, []string{"16384", "16384"}, true, 0, 0},
|
|
}
|
|
|
|
for _, test := range tests {
|
|
t.Run(test.description, func(t *testing.T) {
|
|
var inParams []*commonpb.KeyValuePair
|
|
for i := range test.inKey {
|
|
inParams = append(inParams, &commonpb.KeyValuePair{
|
|
Key: test.inKey[i],
|
|
Value: test.inValue[i],
|
|
})
|
|
|
|
}
|
|
ret, err := parseQueryParams(inParams)
|
|
if test.expectErr {
|
|
assert.Error(t, err)
|
|
assert.Empty(t, ret)
|
|
} else {
|
|
assert.NoError(t, err)
|
|
assert.Equal(t, test.outLimit, ret.limit)
|
|
assert.Equal(t, test.outOffset, ret.offset)
|
|
}
|
|
})
|
|
}
|
|
})
|
|
|
|
t.Run("test reduceRetrieveResults", func(t *testing.T) {
|
|
const (
|
|
Dim = 8
|
|
Int64FieldName = "Int64Field"
|
|
FloatVectorFieldName = "FloatVectorField"
|
|
Int64FieldID = common.StartOfUserFieldID + 1
|
|
FloatVectorFieldID = common.StartOfUserFieldID + 2
|
|
)
|
|
Int64Array := []int64{11, 22}
|
|
FloatVector := []float32{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 11.0, 22.0, 33.0, 44.0, 55.0, 66.0, 77.0, 88.0}
|
|
|
|
var fieldDataArray1 []*schemapb.FieldData
|
|
fieldDataArray1 = append(fieldDataArray1, getFieldData(Int64FieldName, Int64FieldID, schemapb.DataType_Int64, Int64Array[0:2], 1))
|
|
fieldDataArray1 = append(fieldDataArray1, getFieldData(FloatVectorFieldName, FloatVectorFieldID, schemapb.DataType_FloatVector, FloatVector[0:16], Dim))
|
|
|
|
var fieldDataArray2 []*schemapb.FieldData
|
|
fieldDataArray2 = append(fieldDataArray2, getFieldData(Int64FieldName, Int64FieldID, schemapb.DataType_Int64, Int64Array[0:2], 1))
|
|
fieldDataArray2 = append(fieldDataArray2, getFieldData(FloatVectorFieldName, FloatVectorFieldID, schemapb.DataType_FloatVector, FloatVector[0:16], Dim))
|
|
|
|
t.Run("test skip dupPK 2", func(t *testing.T) {
|
|
result1 := &internalpb.RetrieveResults{
|
|
Ids: &schemapb.IDs{
|
|
IdField: &schemapb.IDs_IntId{
|
|
IntId: &schemapb.LongArray{
|
|
Data: []int64{0, 1},
|
|
},
|
|
},
|
|
},
|
|
FieldsData: fieldDataArray1,
|
|
}
|
|
result2 := &internalpb.RetrieveResults{
|
|
Ids: &schemapb.IDs{
|
|
IdField: &schemapb.IDs_IntId{
|
|
IntId: &schemapb.LongArray{
|
|
Data: []int64{0, 1},
|
|
},
|
|
},
|
|
},
|
|
FieldsData: fieldDataArray2,
|
|
}
|
|
|
|
result, err := reduceRetrieveResults(context.Background(), []*internalpb.RetrieveResults{result1, result2}, nil)
|
|
assert.NoError(t, err)
|
|
assert.Equal(t, 2, len(result.GetFieldsData()))
|
|
assert.Equal(t, Int64Array, result.GetFieldsData()[0].GetScalars().GetLongData().Data)
|
|
assert.InDeltaSlice(t, FloatVector, result.FieldsData[1].GetVectors().GetFloatVector().Data, 10e-10)
|
|
})
|
|
|
|
t.Run("test nil results", func(t *testing.T) {
|
|
ret, err := reduceRetrieveResults(context.Background(), nil, nil)
|
|
assert.NoError(t, err)
|
|
assert.Empty(t, ret.GetFieldsData())
|
|
})
|
|
|
|
t.Run("test merge", func(t *testing.T) {
|
|
r1 := &internalpb.RetrieveResults{
|
|
Ids: &schemapb.IDs{
|
|
IdField: &schemapb.IDs_IntId{
|
|
IntId: &schemapb.LongArray{
|
|
Data: []int64{1, 3},
|
|
},
|
|
},
|
|
},
|
|
FieldsData: fieldDataArray1,
|
|
}
|
|
r2 := &internalpb.RetrieveResults{
|
|
Ids: &schemapb.IDs{
|
|
IdField: &schemapb.IDs_IntId{
|
|
IntId: &schemapb.LongArray{
|
|
Data: []int64{2, 4},
|
|
},
|
|
},
|
|
},
|
|
FieldsData: fieldDataArray2,
|
|
}
|
|
|
|
resultFloat := []float32{
|
|
1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0,
|
|
1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0,
|
|
11.0, 22.0, 33.0, 44.0, 55.0, 66.0, 77.0, 88.0,
|
|
11.0, 22.0, 33.0, 44.0, 55.0, 66.0, 77.0, 88.0}
|
|
|
|
t.Run("test limited", func(t *testing.T) {
|
|
tests := []struct {
|
|
description string
|
|
limit int64
|
|
}{
|
|
{"limit 1", 1},
|
|
{"limit 2", 2},
|
|
{"limit 3", 3},
|
|
{"limit 4", 4},
|
|
}
|
|
resultField0 := []int64{11, 11, 22, 22}
|
|
for _, test := range tests {
|
|
t.Run(test.description, func(t *testing.T) {
|
|
result, err := reduceRetrieveResults(context.Background(), []*internalpb.RetrieveResults{r1, r2}, &queryParams{limit: test.limit})
|
|
assert.Equal(t, 2, len(result.GetFieldsData()))
|
|
assert.Equal(t, resultField0[0:test.limit], result.GetFieldsData()[0].GetScalars().GetLongData().Data)
|
|
assert.InDeltaSlice(t, resultFloat[0:test.limit*Dim], result.FieldsData[1].GetVectors().GetFloatVector().Data, 10e-10)
|
|
assert.NoError(t, err)
|
|
})
|
|
}
|
|
|
|
})
|
|
|
|
t.Run("test offset", func(t *testing.T) {
|
|
tests := []struct {
|
|
description string
|
|
offset int64
|
|
}{
|
|
{"offset 0", 0},
|
|
{"offset 1", 1},
|
|
{"offset 2", 2},
|
|
{"offset 3", 3},
|
|
}
|
|
resultField0 := []int64{11, 11, 22, 22}
|
|
for _, test := range tests {
|
|
t.Run(test.description, func(t *testing.T) {
|
|
result, err := reduceRetrieveResults(context.Background(), []*internalpb.RetrieveResults{r1, r2}, &queryParams{limit: 1, offset: test.offset})
|
|
assert.NoError(t, err)
|
|
assert.Equal(t, 2, len(result.GetFieldsData()))
|
|
assert.Equal(t, resultField0[test.offset:test.offset+1], result.GetFieldsData()[0].GetScalars().GetLongData().Data)
|
|
assert.InDeltaSlice(t, resultFloat[test.offset*Dim:(test.offset+1)*Dim], result.FieldsData[1].GetVectors().GetFloatVector().Data, 10e-10)
|
|
})
|
|
}
|
|
})
|
|
})
|
|
})
|
|
}
|
|
|
|
func getFieldData(fieldName string, fieldID int64, fieldType schemapb.DataType, fieldValue interface{}, dim int64) *schemapb.FieldData {
|
|
var fieldData *schemapb.FieldData
|
|
switch fieldType {
|
|
case schemapb.DataType_Bool:
|
|
fieldData = &schemapb.FieldData{
|
|
Type: schemapb.DataType_Bool,
|
|
FieldName: fieldName,
|
|
Field: &schemapb.FieldData_Scalars{
|
|
Scalars: &schemapb.ScalarField{
|
|
Data: &schemapb.ScalarField_BoolData{
|
|
BoolData: &schemapb.BoolArray{
|
|
Data: fieldValue.([]bool),
|
|
},
|
|
},
|
|
},
|
|
},
|
|
FieldId: fieldID,
|
|
}
|
|
case schemapb.DataType_Int32:
|
|
fieldData = &schemapb.FieldData{
|
|
Type: schemapb.DataType_Int32,
|
|
FieldName: fieldName,
|
|
Field: &schemapb.FieldData_Scalars{
|
|
Scalars: &schemapb.ScalarField{
|
|
Data: &schemapb.ScalarField_IntData{
|
|
IntData: &schemapb.IntArray{
|
|
Data: fieldValue.([]int32),
|
|
},
|
|
},
|
|
},
|
|
},
|
|
FieldId: fieldID,
|
|
}
|
|
case schemapb.DataType_Int64:
|
|
fieldData = &schemapb.FieldData{
|
|
Type: schemapb.DataType_Int64,
|
|
FieldName: fieldName,
|
|
Field: &schemapb.FieldData_Scalars{
|
|
Scalars: &schemapb.ScalarField{
|
|
Data: &schemapb.ScalarField_LongData{
|
|
LongData: &schemapb.LongArray{
|
|
Data: fieldValue.([]int64),
|
|
},
|
|
},
|
|
},
|
|
},
|
|
FieldId: fieldID,
|
|
}
|
|
case schemapb.DataType_Float:
|
|
fieldData = &schemapb.FieldData{
|
|
Type: schemapb.DataType_Float,
|
|
FieldName: fieldName,
|
|
Field: &schemapb.FieldData_Scalars{
|
|
Scalars: &schemapb.ScalarField{
|
|
Data: &schemapb.ScalarField_FloatData{
|
|
FloatData: &schemapb.FloatArray{
|
|
Data: fieldValue.([]float32),
|
|
},
|
|
},
|
|
},
|
|
},
|
|
FieldId: fieldID,
|
|
}
|
|
case schemapb.DataType_Double:
|
|
fieldData = &schemapb.FieldData{
|
|
Type: schemapb.DataType_Double,
|
|
FieldName: fieldName,
|
|
Field: &schemapb.FieldData_Scalars{
|
|
Scalars: &schemapb.ScalarField{
|
|
Data: &schemapb.ScalarField_DoubleData{
|
|
DoubleData: &schemapb.DoubleArray{
|
|
Data: fieldValue.([]float64),
|
|
},
|
|
},
|
|
},
|
|
},
|
|
FieldId: fieldID,
|
|
}
|
|
case schemapb.DataType_VarChar:
|
|
fieldData = &schemapb.FieldData{
|
|
Type: schemapb.DataType_VarChar,
|
|
FieldName: fieldName,
|
|
Field: &schemapb.FieldData_Scalars{
|
|
Scalars: &schemapb.ScalarField{
|
|
Data: &schemapb.ScalarField_StringData{
|
|
StringData: &schemapb.StringArray{
|
|
Data: fieldValue.([]string),
|
|
},
|
|
},
|
|
},
|
|
},
|
|
FieldId: fieldID,
|
|
}
|
|
|
|
case schemapb.DataType_BinaryVector:
|
|
fieldData = &schemapb.FieldData{
|
|
Type: schemapb.DataType_BinaryVector,
|
|
FieldName: fieldName,
|
|
Field: &schemapb.FieldData_Vectors{
|
|
Vectors: &schemapb.VectorField{
|
|
Dim: dim,
|
|
Data: &schemapb.VectorField_BinaryVector{
|
|
BinaryVector: fieldValue.([]byte),
|
|
},
|
|
},
|
|
},
|
|
FieldId: fieldID,
|
|
}
|
|
case schemapb.DataType_FloatVector:
|
|
fieldData = &schemapb.FieldData{
|
|
Type: schemapb.DataType_FloatVector,
|
|
FieldName: fieldName,
|
|
Field: &schemapb.FieldData_Vectors{
|
|
Vectors: &schemapb.VectorField{
|
|
Dim: dim,
|
|
Data: &schemapb.VectorField_FloatVector{
|
|
FloatVector: &schemapb.FloatArray{
|
|
Data: fieldValue.([]float32),
|
|
},
|
|
},
|
|
},
|
|
},
|
|
FieldId: fieldID,
|
|
}
|
|
default:
|
|
log.Warn("not supported field type", zap.String("fieldType", fieldType.String()))
|
|
}
|
|
|
|
return fieldData
|
|
}
|
|
|
|
func Test_filterSystemFields(t *testing.T) {
|
|
outputFieldIDs := []UniqueID{common.RowIDField, common.TimeStampField, common.StartOfUserFieldID}
|
|
filtered := filterSystemFields(outputFieldIDs)
|
|
assert.ElementsMatch(t, []UniqueID{common.StartOfUserFieldID}, filtered)
|
|
}
|
|
|
|
func Test_matchCountRule(t *testing.T) {
|
|
type args struct {
|
|
outputs []string
|
|
}
|
|
tests := []struct {
|
|
name string
|
|
args args
|
|
want bool
|
|
}{
|
|
{
|
|
args: args{
|
|
outputs: nil,
|
|
},
|
|
want: false,
|
|
},
|
|
{
|
|
args: args{
|
|
outputs: []string{"count(*)", "count(*)"},
|
|
},
|
|
want: false,
|
|
},
|
|
{
|
|
args: args{
|
|
outputs: []string{"not count(*)"},
|
|
},
|
|
want: false,
|
|
},
|
|
{
|
|
args: args{
|
|
outputs: []string{"count(*)"},
|
|
},
|
|
want: true,
|
|
},
|
|
{
|
|
args: args{
|
|
outputs: []string{"COUNT(*)"},
|
|
},
|
|
want: true,
|
|
},
|
|
{
|
|
args: args{
|
|
outputs: []string{" count(*)"},
|
|
},
|
|
want: true,
|
|
},
|
|
{
|
|
args: args{
|
|
outputs: []string{" COUNT(*)"},
|
|
},
|
|
want: true,
|
|
},
|
|
{
|
|
args: args{
|
|
outputs: []string{"count(*) "},
|
|
},
|
|
want: true,
|
|
},
|
|
{
|
|
args: args{
|
|
outputs: []string{"COUNT(*) "},
|
|
},
|
|
want: true,
|
|
},
|
|
}
|
|
for _, tt := range tests {
|
|
t.Run(tt.name, func(t *testing.T) {
|
|
assert.Equalf(t, tt.want, matchCountRule(tt.args.outputs), "matchCountRule(%v)", tt.args.outputs)
|
|
})
|
|
}
|
|
}
|
|
|
|
func Test_createCntPlan(t *testing.T) {
|
|
t.Run("plan without filter", func(t *testing.T) {
|
|
plan, err := createCntPlan("", nil)
|
|
assert.NoError(t, err)
|
|
assert.True(t, plan.GetQuery().GetIsCount())
|
|
assert.Nil(t, plan.GetQuery().GetPredicates())
|
|
})
|
|
|
|
t.Run("invalid schema", func(t *testing.T) {
|
|
_, err := createCntPlan("a > b", nil)
|
|
assert.Error(t, err)
|
|
})
|
|
|
|
t.Run("invalid schema", func(t *testing.T) {
|
|
schema := &schemapb.CollectionSchema{
|
|
Fields: []*schemapb.FieldSchema{
|
|
{
|
|
FieldID: 100,
|
|
Name: "a",
|
|
IsPrimaryKey: true,
|
|
DataType: schemapb.DataType_Int64,
|
|
},
|
|
},
|
|
}
|
|
plan, err := createCntPlan("a > 4", schema)
|
|
assert.NoError(t, err)
|
|
assert.True(t, plan.GetQuery().GetIsCount())
|
|
assert.NotNil(t, plan.GetQuery().GetPredicates())
|
|
})
|
|
}
|
|
|
|
func Test_queryTask_createPlan(t *testing.T) {
|
|
t.Run("match count rule", func(t *testing.T) {
|
|
tsk := &queryTask{
|
|
request: &milvuspb.QueryRequest{
|
|
OutputFields: []string{"count(*)"},
|
|
},
|
|
}
|
|
err := tsk.createPlan(context.TODO())
|
|
assert.NoError(t, err)
|
|
plan := tsk.plan
|
|
assert.True(t, plan.GetQuery().GetIsCount())
|
|
assert.Nil(t, plan.GetQuery().GetPredicates())
|
|
})
|
|
|
|
t.Run("query without expression", func(t *testing.T) {
|
|
|
|
tsk := &queryTask{
|
|
request: &milvuspb.QueryRequest{
|
|
OutputFields: []string{"a"},
|
|
},
|
|
}
|
|
err := tsk.createPlan(context.TODO())
|
|
assert.Error(t, err)
|
|
})
|
|
|
|
t.Run("invalid expression", func(t *testing.T) {
|
|
|
|
schema := &schemapb.CollectionSchema{
|
|
Fields: []*schemapb.FieldSchema{
|
|
{
|
|
FieldID: 100,
|
|
Name: "a",
|
|
IsPrimaryKey: true,
|
|
DataType: schemapb.DataType_Int64,
|
|
},
|
|
},
|
|
}
|
|
|
|
tsk := &queryTask{
|
|
schema: schema,
|
|
request: &milvuspb.QueryRequest{
|
|
OutputFields: []string{"a"},
|
|
Expr: "b > 2",
|
|
},
|
|
}
|
|
err := tsk.createPlan(context.TODO())
|
|
assert.Error(t, err)
|
|
})
|
|
|
|
t.Run("invalid output fields", func(t *testing.T) {
|
|
|
|
schema := &schemapb.CollectionSchema{
|
|
Fields: []*schemapb.FieldSchema{
|
|
{
|
|
FieldID: 100,
|
|
Name: "a",
|
|
IsPrimaryKey: true,
|
|
DataType: schemapb.DataType_Int64,
|
|
},
|
|
},
|
|
}
|
|
|
|
tsk := &queryTask{
|
|
schema: schema,
|
|
request: &milvuspb.QueryRequest{
|
|
OutputFields: []string{"b"},
|
|
Expr: "a > 2",
|
|
},
|
|
}
|
|
err := tsk.createPlan(context.TODO())
|
|
assert.Error(t, err)
|
|
})
|
|
}
|
|
|
|
func TestQueryTask_IDs2Expr(t *testing.T) {
|
|
fieldName := "pk"
|
|
intIDs := &schemapb.IDs{
|
|
IdField: &schemapb.IDs_IntId{
|
|
IntId: &schemapb.LongArray{
|
|
Data: []int64{1, 2, 3, 4, 5},
|
|
},
|
|
},
|
|
}
|
|
stringIDs := &schemapb.IDs{
|
|
IdField: &schemapb.IDs_StrId{
|
|
StrId: &schemapb.StringArray{
|
|
Data: []string{"a", "b", "c"},
|
|
},
|
|
},
|
|
}
|
|
idExpr := IDs2Expr(fieldName, intIDs)
|
|
expectIDExpr := "pk in [ 1, 2, 3, 4, 5 ]"
|
|
assert.Equal(t, expectIDExpr, idExpr)
|
|
|
|
strExpr := IDs2Expr(fieldName, stringIDs)
|
|
expectStrExpr := "pk in [ \"a\", \"b\", \"c\" ]"
|
|
assert.Equal(t, expectStrExpr, strExpr)
|
|
}
|