mirror of
https://gitee.com/milvus-io/milvus.git
synced 2025-12-06 17:18:35 +08:00
19346fa389
issue: #43427 This pr's main goal is merge #37417 to milvus 2.5 without conflicts. # Main Goals 1. Create and describe collections with geospatial type 2. Insert geospatial data into the insert binlog 3. Load segments containing geospatial data into memory 4. Enable query and search can display geospatial data 5. Support using GIS funtions like ST_EQUALS in query 6. Support R-Tree index for geometry type # Solution 1. **Add Type**: Modify the Milvus core by adding a Geospatial type in both the C++ and Go code layers, defining the Geospatial data structure and the corresponding interfaces. 2. **Dependency Libraries**: Introduce necessary geospatial data processing libraries. In the C++ source code, use Conan package management to include the GDAL library. In the Go source code, add the go-geom library to the go.mod file. 3. **Protocol Interface**: Revise the Milvus protocol to provide mechanisms for Geospatial message serialization and deserialization. 4. **Data Pipeline**: Facilitate interaction between the client and proxy using the WKT format for geospatial data. The proxy will convert all data into WKB format for downstream processing, providing column data interfaces, segment encapsulation, segment loading, payload writing, and cache block management. 5. **Query Operators**: Implement simple display and support for filter queries. Initially, focus on filtering based on spatial relationships for a single column of geospatial literal values, providing parsing and execution for query expressions.Now only support brutal search 7. **Client Modification**: Enable the client to handle user input for geospatial data and facilitate end-to-end testing.Check the modification in pymilvus. --------- Signed-off-by: Yinwei Li <yinwei.li@zilliz.com> Signed-off-by: Cai Zhang <cai.zhang@zilliz.com> Co-authored-by: ZhuXi <150327960+Yinwei-Yu@users.noreply.github.com>
729 lines
24 KiB
Go
729 lines
24 KiB
Go
package proxy
|
|
|
|
import (
|
|
"context"
|
|
"testing"
|
|
|
|
"github.com/stretchr/testify/assert"
|
|
"github.com/stretchr/testify/mock"
|
|
|
|
"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
|
|
"github.com/milvus-io/milvus-proto/go-api/v2/msgpb"
|
|
"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
|
|
"github.com/milvus-io/milvus/internal/allocator"
|
|
"github.com/milvus-io/milvus/internal/mocks"
|
|
"github.com/milvus-io/milvus/internal/util/function/embedding"
|
|
"github.com/milvus-io/milvus/pkg/v2/common"
|
|
"github.com/milvus-io/milvus/pkg/v2/mq/msgstream"
|
|
"github.com/milvus-io/milvus/pkg/v2/proto/rootcoordpb"
|
|
"github.com/milvus-io/milvus/pkg/v2/util/merr"
|
|
"github.com/milvus-io/milvus/pkg/v2/util/paramtable"
|
|
"github.com/milvus-io/milvus/pkg/v2/util/testutils"
|
|
)
|
|
|
|
func TestInsertTask_CheckAligned(t *testing.T) {
|
|
var err error
|
|
|
|
// passed NumRows is less than 0
|
|
case1 := insertTask{
|
|
insertMsg: &BaseInsertTask{
|
|
InsertRequest: &msgpb.InsertRequest{
|
|
Base: &commonpb.MsgBase{
|
|
MsgType: commonpb.MsgType_Insert,
|
|
},
|
|
NumRows: 0,
|
|
},
|
|
},
|
|
}
|
|
err = case1.insertMsg.CheckAligned()
|
|
assert.NoError(t, err)
|
|
|
|
// checkFieldsDataBySchema was already checked by TestInsertTask_checkFieldsDataBySchema
|
|
|
|
boolFieldSchema := &schemapb.FieldSchema{DataType: schemapb.DataType_Bool}
|
|
int8FieldSchema := &schemapb.FieldSchema{DataType: schemapb.DataType_Int8}
|
|
int16FieldSchema := &schemapb.FieldSchema{DataType: schemapb.DataType_Int16}
|
|
int32FieldSchema := &schemapb.FieldSchema{DataType: schemapb.DataType_Int32}
|
|
int64FieldSchema := &schemapb.FieldSchema{DataType: schemapb.DataType_Int64}
|
|
floatFieldSchema := &schemapb.FieldSchema{DataType: schemapb.DataType_Float}
|
|
doubleFieldSchema := &schemapb.FieldSchema{DataType: schemapb.DataType_Double}
|
|
floatVectorFieldSchema := &schemapb.FieldSchema{DataType: schemapb.DataType_FloatVector}
|
|
binaryVectorFieldSchema := &schemapb.FieldSchema{DataType: schemapb.DataType_BinaryVector}
|
|
float16VectorFieldSchema := &schemapb.FieldSchema{DataType: schemapb.DataType_Float16Vector}
|
|
bfloat16VectorFieldSchema := &schemapb.FieldSchema{DataType: schemapb.DataType_BFloat16Vector}
|
|
varCharFieldSchema := &schemapb.FieldSchema{DataType: schemapb.DataType_VarChar}
|
|
geometryFieldSchema := &schemapb.FieldSchema{DataType: schemapb.DataType_Geometry}
|
|
|
|
numRows := 20
|
|
dim := 128
|
|
case2 := insertTask{
|
|
insertMsg: &BaseInsertTask{
|
|
InsertRequest: &msgpb.InsertRequest{
|
|
Base: &commonpb.MsgBase{
|
|
MsgType: commonpb.MsgType_Insert,
|
|
},
|
|
Version: msgpb.InsertDataVersion_ColumnBased,
|
|
RowIDs: testutils.GenerateInt64Array(numRows),
|
|
Timestamps: testutils.GenerateUint64Array(numRows),
|
|
},
|
|
},
|
|
schema: &schemapb.CollectionSchema{
|
|
Name: "TestInsertTask_checkRowNums",
|
|
Description: "TestInsertTask_checkRowNums",
|
|
AutoID: false,
|
|
Fields: []*schemapb.FieldSchema{
|
|
boolFieldSchema,
|
|
int8FieldSchema,
|
|
int16FieldSchema,
|
|
int32FieldSchema,
|
|
int64FieldSchema,
|
|
floatFieldSchema,
|
|
doubleFieldSchema,
|
|
floatVectorFieldSchema,
|
|
binaryVectorFieldSchema,
|
|
float16VectorFieldSchema,
|
|
bfloat16VectorFieldSchema,
|
|
varCharFieldSchema,
|
|
geometryFieldSchema,
|
|
},
|
|
},
|
|
}
|
|
|
|
// satisfied
|
|
case2.insertMsg.NumRows = uint64(numRows)
|
|
case2.insertMsg.FieldsData = []*schemapb.FieldData{
|
|
newScalarFieldData(boolFieldSchema, "Bool", numRows),
|
|
newScalarFieldData(int8FieldSchema, "Int8", numRows),
|
|
newScalarFieldData(int16FieldSchema, "Int16", numRows),
|
|
newScalarFieldData(int32FieldSchema, "Int32", numRows),
|
|
newScalarFieldData(int64FieldSchema, "Int64", numRows),
|
|
newScalarFieldData(floatFieldSchema, "Float", numRows),
|
|
newScalarFieldData(doubleFieldSchema, "Double", numRows),
|
|
newFloatVectorFieldData("FloatVector", numRows, dim),
|
|
newBinaryVectorFieldData("BinaryVector", numRows, dim),
|
|
newFloat16VectorFieldData("Float16Vector", numRows, dim),
|
|
newBFloat16VectorFieldData("BFloat16Vector", numRows, dim),
|
|
newScalarFieldData(varCharFieldSchema, "VarChar", numRows),
|
|
newScalarFieldData(geometryFieldSchema, "Geometry", numRows),
|
|
}
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.NoError(t, err)
|
|
|
|
// less bool data
|
|
case2.insertMsg.FieldsData[0] = newScalarFieldData(boolFieldSchema, "Bool", numRows/2)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// more bool data
|
|
case2.insertMsg.FieldsData[0] = newScalarFieldData(boolFieldSchema, "Bool", numRows*2)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// revert
|
|
case2.insertMsg.FieldsData[0] = newScalarFieldData(boolFieldSchema, "Bool", numRows)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.NoError(t, err)
|
|
|
|
// less int8 data
|
|
case2.insertMsg.FieldsData[1] = newScalarFieldData(int8FieldSchema, "Int8", numRows/2)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// more int8 data
|
|
case2.insertMsg.FieldsData[1] = newScalarFieldData(int8FieldSchema, "Int8", numRows*2)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// revert
|
|
case2.insertMsg.FieldsData[1] = newScalarFieldData(int8FieldSchema, "Int8", numRows)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.NoError(t, err)
|
|
|
|
// less int16 data
|
|
case2.insertMsg.FieldsData[2] = newScalarFieldData(int16FieldSchema, "Int16", numRows/2)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// more int16 data
|
|
case2.insertMsg.FieldsData[2] = newScalarFieldData(int16FieldSchema, "Int16", numRows*2)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// revert
|
|
case2.insertMsg.FieldsData[2] = newScalarFieldData(int16FieldSchema, "Int16", numRows)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.NoError(t, err)
|
|
|
|
// less int32 data
|
|
case2.insertMsg.FieldsData[3] = newScalarFieldData(int32FieldSchema, "Int32", numRows/2)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// more int32 data
|
|
case2.insertMsg.FieldsData[3] = newScalarFieldData(int32FieldSchema, "Int32", numRows*2)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// revert
|
|
case2.insertMsg.FieldsData[3] = newScalarFieldData(int32FieldSchema, "Int32", numRows)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.NoError(t, err)
|
|
|
|
// less int64 data
|
|
case2.insertMsg.FieldsData[4] = newScalarFieldData(int64FieldSchema, "Int64", numRows/2)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// more int64 data
|
|
case2.insertMsg.FieldsData[4] = newScalarFieldData(int64FieldSchema, "Int64", numRows*2)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// revert
|
|
case2.insertMsg.FieldsData[4] = newScalarFieldData(int64FieldSchema, "Int64", numRows)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.NoError(t, err)
|
|
|
|
// less float data
|
|
case2.insertMsg.FieldsData[5] = newScalarFieldData(floatFieldSchema, "Float", numRows/2)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// more float data
|
|
case2.insertMsg.FieldsData[5] = newScalarFieldData(floatFieldSchema, "Float", numRows*2)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// revert
|
|
case2.insertMsg.FieldsData[5] = newScalarFieldData(floatFieldSchema, "Float", numRows)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.NoError(t, nil, err)
|
|
|
|
// less double data
|
|
case2.insertMsg.FieldsData[6] = newScalarFieldData(doubleFieldSchema, "Double", numRows/2)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// more double data
|
|
case2.insertMsg.FieldsData[6] = newScalarFieldData(doubleFieldSchema, "Double", numRows*2)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// revert
|
|
case2.insertMsg.FieldsData[6] = newScalarFieldData(doubleFieldSchema, "Double", numRows)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.NoError(t, nil, err)
|
|
|
|
// less float vectors
|
|
case2.insertMsg.FieldsData[7] = newFloatVectorFieldData("FloatVector", numRows/2, dim)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// more float vectors
|
|
case2.insertMsg.FieldsData[7] = newFloatVectorFieldData("FloatVector", numRows*2, dim)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// revert
|
|
case2.insertMsg.FieldsData[7] = newFloatVectorFieldData("FloatVector", numRows, dim)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.NoError(t, err)
|
|
|
|
// less binary vectors
|
|
case2.insertMsg.FieldsData[7] = newBinaryVectorFieldData("BinaryVector", numRows/2, dim)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// more binary vectors
|
|
case2.insertMsg.FieldsData[7] = newBinaryVectorFieldData("BinaryVector", numRows*2, dim)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// revert
|
|
case2.insertMsg.FieldsData[7] = newBinaryVectorFieldData("BinaryVector", numRows, dim)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.NoError(t, err)
|
|
|
|
// less double data
|
|
case2.insertMsg.FieldsData[8] = newScalarFieldData(varCharFieldSchema, "VarChar", numRows/2)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// more double data
|
|
case2.insertMsg.FieldsData[8] = newScalarFieldData(varCharFieldSchema, "VarChar", numRows*2)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// revert
|
|
case2.insertMsg.FieldsData[8] = newScalarFieldData(varCharFieldSchema, "VarChar", numRows)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.NoError(t, err)
|
|
|
|
// less float16 vectors
|
|
case2.insertMsg.FieldsData[9] = newFloat16VectorFieldData("Float16Vector", numRows/2, dim)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// more float16 vectors
|
|
case2.insertMsg.FieldsData[9] = newFloat16VectorFieldData("Float16Vector", numRows*2, dim)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// revert
|
|
case2.insertMsg.FieldsData[9] = newFloat16VectorFieldData("Float16Vector", numRows, dim)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.NoError(t, err)
|
|
|
|
// less bfloat16 vectors
|
|
case2.insertMsg.FieldsData[10] = newBFloat16VectorFieldData("BFloat16Vector", numRows/2, dim)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// more bfloat16 vectors
|
|
case2.insertMsg.FieldsData[10] = newBFloat16VectorFieldData("BFloat16Vector", numRows*2, dim)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.Error(t, err)
|
|
// revert
|
|
case2.insertMsg.FieldsData[10] = newBFloat16VectorFieldData("BFloat16Vector", numRows, dim)
|
|
err = case2.insertMsg.CheckAligned()
|
|
assert.NoError(t, err)
|
|
}
|
|
|
|
func TestInsertTask(t *testing.T) {
|
|
t.Run("test getChannels", func(t *testing.T) {
|
|
collectionID := UniqueID(0)
|
|
collectionName := "col-0"
|
|
channels := []pChan{"mock-chan-0", "mock-chan-1"}
|
|
cache := NewMockCache(t)
|
|
cache.On("GetCollectionID",
|
|
mock.Anything, // context.Context
|
|
mock.AnythingOfType("string"),
|
|
mock.AnythingOfType("string"),
|
|
).Return(collectionID, nil)
|
|
globalMetaCache = cache
|
|
chMgr := NewMockChannelsMgr(t)
|
|
chMgr.EXPECT().getChannels(mock.Anything).Return(channels, nil)
|
|
it := insertTask{
|
|
ctx: context.Background(),
|
|
insertMsg: &msgstream.InsertMsg{
|
|
InsertRequest: &msgpb.InsertRequest{
|
|
CollectionName: collectionName,
|
|
},
|
|
},
|
|
chMgr: chMgr,
|
|
}
|
|
err := it.setChannels()
|
|
assert.NoError(t, err)
|
|
resChannels := it.getChannels()
|
|
assert.ElementsMatch(t, channels, resChannels)
|
|
assert.ElementsMatch(t, channels, it.pChannels)
|
|
})
|
|
}
|
|
|
|
func TestMaxInsertSize(t *testing.T) {
|
|
t.Run("test MaxInsertSize", func(t *testing.T) {
|
|
paramtable.Init()
|
|
Params.Save(Params.QuotaConfig.MaxInsertSize.Key, "1")
|
|
defer Params.Reset(Params.QuotaConfig.MaxInsertSize.Key)
|
|
it := insertTask{
|
|
ctx: context.Background(),
|
|
insertMsg: &msgstream.InsertMsg{
|
|
InsertRequest: &msgpb.InsertRequest{
|
|
DbName: "hooooooo",
|
|
CollectionName: "fooooo",
|
|
},
|
|
},
|
|
}
|
|
err := it.PreExecute(context.Background())
|
|
assert.Error(t, err)
|
|
assert.ErrorIs(t, err, merr.ErrParameterTooLarge)
|
|
})
|
|
}
|
|
|
|
func TestInsertTask_KeepUserPK_WhenAllowInsertAutoIDTrue(t *testing.T) {
|
|
paramtable.Init()
|
|
// run auto-id path with field count check; allow user to pass PK
|
|
Params.Save(Params.ProxyCfg.SkipAutoIDCheck.Key, "false")
|
|
defer Params.Reset(Params.ProxyCfg.SkipAutoIDCheck.Key)
|
|
|
|
ctx, cancel := context.WithCancel(context.Background())
|
|
defer cancel()
|
|
|
|
rc := mocks.NewMockRootCoordClient(t)
|
|
rc.EXPECT().AllocID(mock.Anything, mock.Anything).Return(&rootcoordpb.AllocIDResponse{
|
|
Status: merr.Status(nil),
|
|
ID: 11198,
|
|
Count: 10,
|
|
}, nil)
|
|
idAllocator, err := allocator.NewIDAllocator(ctx, rc, 0)
|
|
idAllocator.Start()
|
|
defer idAllocator.Close()
|
|
assert.NoError(t, err)
|
|
|
|
nb := 5
|
|
userIDs := []int64{101, 102, 103, 104, 105}
|
|
|
|
collectionName := "TestInsertTask_KeepUserPK"
|
|
schema := &schemapb.CollectionSchema{
|
|
Name: collectionName,
|
|
AutoID: true,
|
|
Fields: []*schemapb.FieldSchema{
|
|
{FieldID: 100, Name: "id", DataType: schemapb.DataType_Int64, IsPrimaryKey: true, AutoID: true},
|
|
},
|
|
Properties: []*commonpb.KeyValuePair{
|
|
{Key: common.AllowInsertAutoIDKey, Value: "true"},
|
|
},
|
|
}
|
|
|
|
pkFieldData := &schemapb.FieldData{
|
|
FieldName: "id",
|
|
FieldId: 100,
|
|
Type: schemapb.DataType_Int64,
|
|
Field: &schemapb.FieldData_Scalars{
|
|
Scalars: &schemapb.ScalarField{
|
|
Data: &schemapb.ScalarField_LongData{
|
|
LongData: &schemapb.LongArray{Data: userIDs},
|
|
},
|
|
},
|
|
},
|
|
}
|
|
|
|
task := insertTask{
|
|
ctx: context.Background(),
|
|
insertMsg: &BaseInsertTask{
|
|
InsertRequest: &msgpb.InsertRequest{
|
|
CollectionName: collectionName,
|
|
DbName: "test_db",
|
|
PartitionName: "_default",
|
|
Base: &commonpb.MsgBase{
|
|
MsgType: commonpb.MsgType_Insert,
|
|
},
|
|
Version: msgpb.InsertDataVersion_ColumnBased,
|
|
FieldsData: []*schemapb.FieldData{pkFieldData},
|
|
NumRows: uint64(nb),
|
|
},
|
|
},
|
|
idAllocator: idAllocator,
|
|
}
|
|
|
|
info := newSchemaInfo(schema)
|
|
cache := NewMockCache(t)
|
|
collectionID := UniqueID(0)
|
|
cache.On("GetCollectionID",
|
|
mock.Anything, // context.Context
|
|
mock.AnythingOfType("string"),
|
|
mock.AnythingOfType("string"),
|
|
).Return(collectionID, nil)
|
|
|
|
cache.On("GetCollectionSchema",
|
|
mock.Anything, // context.Context
|
|
mock.AnythingOfType("string"),
|
|
mock.AnythingOfType("string"),
|
|
).Return(info, nil)
|
|
|
|
cache.On("GetCollectionInfo",
|
|
mock.Anything,
|
|
mock.Anything,
|
|
mock.Anything,
|
|
mock.Anything,
|
|
).Return(&collectionInfo{schema: info}, nil)
|
|
|
|
cache.On("GetDatabaseInfo",
|
|
mock.Anything,
|
|
mock.Anything,
|
|
).Return(&databaseInfo{properties: []*commonpb.KeyValuePair{}}, nil)
|
|
|
|
globalMetaCache = cache
|
|
|
|
err = task.PreExecute(context.Background())
|
|
assert.NoError(t, err)
|
|
|
|
ids := task.result.IDs
|
|
if ids.GetIntId() == nil {
|
|
t.Fatalf("expected int IDs, got nil")
|
|
}
|
|
got := ids.GetIntId().GetData()
|
|
|
|
assert.Equal(t, userIDs, got)
|
|
}
|
|
|
|
func TestInsertTask_Function(t *testing.T) {
|
|
paramtable.Init()
|
|
paramtable.Get().CredentialCfg.Credential.GetFunc = func() map[string]string {
|
|
return map[string]string{
|
|
"mock.apikey": "mock",
|
|
}
|
|
}
|
|
|
|
ts := embedding.CreateOpenAIEmbeddingServer()
|
|
defer ts.Close()
|
|
paramtable.Get().FunctionCfg.TextEmbeddingProviders.GetFunc = func() map[string]string {
|
|
return map[string]string{
|
|
"openai.url": ts.URL,
|
|
}
|
|
}
|
|
data := []*schemapb.FieldData{}
|
|
f := schemapb.FieldData{
|
|
Type: schemapb.DataType_VarChar,
|
|
FieldId: 101,
|
|
FieldName: "text",
|
|
IsDynamic: false,
|
|
Field: &schemapb.FieldData_Scalars{
|
|
Scalars: &schemapb.ScalarField{
|
|
Data: &schemapb.ScalarField_StringData{
|
|
StringData: &schemapb.StringArray{
|
|
Data: []string{"sentence", "sentence"},
|
|
},
|
|
},
|
|
},
|
|
},
|
|
}
|
|
data = append(data, &f)
|
|
collectionName := "TestInsertTask_function"
|
|
schema := &schemapb.CollectionSchema{
|
|
Name: collectionName,
|
|
Description: "TestInsertTask_function",
|
|
AutoID: true,
|
|
Fields: []*schemapb.FieldSchema{
|
|
{FieldID: 100, Name: "id", DataType: schemapb.DataType_Int64, IsPrimaryKey: true, AutoID: true},
|
|
{
|
|
FieldID: 101, Name: "text", DataType: schemapb.DataType_VarChar,
|
|
TypeParams: []*commonpb.KeyValuePair{
|
|
{Key: "max_length", Value: "200"},
|
|
},
|
|
},
|
|
{
|
|
FieldID: 102, Name: "vector", DataType: schemapb.DataType_FloatVector,
|
|
TypeParams: []*commonpb.KeyValuePair{
|
|
{Key: "dim", Value: "4"},
|
|
},
|
|
IsFunctionOutput: true,
|
|
},
|
|
},
|
|
Functions: []*schemapb.FunctionSchema{
|
|
{
|
|
Name: "test_function",
|
|
Type: schemapb.FunctionType_TextEmbedding,
|
|
InputFieldIds: []int64{101},
|
|
InputFieldNames: []string{"text"},
|
|
OutputFieldIds: []int64{102},
|
|
OutputFieldNames: []string{"vector"},
|
|
Params: []*commonpb.KeyValuePair{
|
|
{Key: "provider", Value: "openai"},
|
|
{Key: "model_name", Value: "text-embedding-ada-002"},
|
|
{Key: "credential", Value: "mock"},
|
|
{Key: "dim", Value: "4"},
|
|
},
|
|
},
|
|
},
|
|
}
|
|
|
|
ctx, cancel := context.WithCancel(context.Background())
|
|
defer cancel()
|
|
rc := mocks.NewMockRootCoordClient(t)
|
|
rc.EXPECT().AllocID(mock.Anything, mock.Anything).Return(&rootcoordpb.AllocIDResponse{
|
|
Status: merr.Status(nil),
|
|
ID: 11198,
|
|
Count: 10,
|
|
}, nil)
|
|
idAllocator, err := allocator.NewIDAllocator(ctx, rc, 0)
|
|
idAllocator.Start()
|
|
defer idAllocator.Close()
|
|
assert.NoError(t, err)
|
|
task := insertTask{
|
|
ctx: context.Background(),
|
|
insertMsg: &BaseInsertTask{
|
|
InsertRequest: &msgpb.InsertRequest{
|
|
CollectionName: collectionName,
|
|
DbName: "hooooooo",
|
|
Base: &commonpb.MsgBase{
|
|
MsgType: commonpb.MsgType_Insert,
|
|
},
|
|
Version: msgpb.InsertDataVersion_ColumnBased,
|
|
FieldsData: data,
|
|
NumRows: 2,
|
|
},
|
|
},
|
|
schema: schema,
|
|
idAllocator: idAllocator,
|
|
}
|
|
|
|
info := newSchemaInfo(schema)
|
|
cache := NewMockCache(t)
|
|
collectionID := UniqueID(0)
|
|
cache.On("GetCollectionID",
|
|
mock.Anything, // context.Context
|
|
mock.AnythingOfType("string"),
|
|
mock.AnythingOfType("string"),
|
|
).Return(collectionID, nil)
|
|
|
|
cache.On("GetCollectionSchema",
|
|
mock.Anything, // context.Context
|
|
mock.AnythingOfType("string"),
|
|
mock.AnythingOfType("string"),
|
|
).Return(info, nil)
|
|
|
|
cache.On("GetPartitionInfo",
|
|
mock.Anything, // context.Context
|
|
mock.AnythingOfType("string"),
|
|
mock.AnythingOfType("string"),
|
|
mock.AnythingOfType("string"),
|
|
).Return(&partitionInfo{
|
|
name: "p1",
|
|
partitionID: 10,
|
|
createdTimestamp: 10001,
|
|
createdUtcTimestamp: 10002,
|
|
}, nil)
|
|
cache.On("GetCollectionInfo",
|
|
mock.Anything,
|
|
mock.Anything,
|
|
mock.Anything,
|
|
mock.Anything,
|
|
).Return(&collectionInfo{schema: info}, nil)
|
|
cache.On("GetDatabaseInfo",
|
|
mock.Anything,
|
|
mock.Anything,
|
|
).Return(&databaseInfo{properties: []*commonpb.KeyValuePair{}}, nil)
|
|
|
|
globalMetaCache = cache
|
|
err = task.PreExecute(ctx)
|
|
assert.NoError(t, err)
|
|
}
|
|
|
|
func TestInsertTaskForSchemaMismatch(t *testing.T) {
|
|
cache := globalMetaCache
|
|
defer func() { globalMetaCache = cache }()
|
|
mockCache := NewMockCache(t)
|
|
globalMetaCache = mockCache
|
|
ctx := context.Background()
|
|
|
|
t.Run("schema ts mismatch", func(t *testing.T) {
|
|
it := insertTask{
|
|
ctx: context.Background(),
|
|
insertMsg: &msgstream.InsertMsg{
|
|
InsertRequest: &msgpb.InsertRequest{
|
|
DbName: "hooooooo",
|
|
CollectionName: "fooooo",
|
|
},
|
|
},
|
|
schemaTimestamp: 99,
|
|
}
|
|
mockCache.EXPECT().GetCollectionID(mock.Anything, mock.Anything, mock.Anything).Return(0, nil)
|
|
mockCache.EXPECT().GetCollectionInfo(mock.Anything, mock.Anything, mock.Anything, mock.Anything).Return(&collectionInfo{
|
|
updateTimestamp: 100,
|
|
}, nil)
|
|
mockCache.EXPECT().GetDatabaseInfo(mock.Anything, mock.Anything).Return(&databaseInfo{dbID: 0}, nil)
|
|
err := it.PreExecute(ctx)
|
|
assert.Error(t, err)
|
|
assert.ErrorIs(t, err, merr.ErrCollectionSchemaMismatch)
|
|
})
|
|
}
|
|
|
|
func TestInsertTask_Namespace(t *testing.T) {
|
|
paramtable.Init()
|
|
paramtable.Get().CommonCfg.EnableNamespace.SwapTempValue("true")
|
|
defer paramtable.Get().CommonCfg.EnableNamespace.SwapTempValue("false")
|
|
cache := NewMockCache(t)
|
|
globalMetaCache = cache
|
|
cache.On("GetDatabaseInfo",
|
|
mock.Anything,
|
|
mock.Anything,
|
|
).Return(&databaseInfo{properties: []*commonpb.KeyValuePair{}}, nil).Maybe()
|
|
cache.EXPECT().GetCollectionID(mock.Anything, mock.Anything, mock.Anything).Return(0, nil).Maybe()
|
|
ctx := context.Background()
|
|
rc := mocks.NewMockRootCoordClient(t)
|
|
rc.EXPECT().AllocID(mock.Anything, mock.Anything).Return(&rootcoordpb.AllocIDResponse{
|
|
Status: merr.Status(nil),
|
|
ID: 11198,
|
|
Count: 10,
|
|
}, nil)
|
|
idAllocator, err := allocator.NewIDAllocator(ctx, rc, 0)
|
|
idAllocator.Start()
|
|
defer idAllocator.Close()
|
|
assert.NoError(t, err)
|
|
|
|
schemaWithNamespaceEnabled := &schemapb.CollectionSchema{
|
|
Name: "test",
|
|
Fields: []*schemapb.FieldSchema{
|
|
{FieldID: 100, Name: "id", DataType: schemapb.DataType_Int64, IsPrimaryKey: true, AutoID: true},
|
|
{FieldID: 101, Name: common.NamespaceFieldName, DataType: schemapb.DataType_VarChar, IsPartitionKey: true, TypeParams: []*commonpb.KeyValuePair{
|
|
{Key: common.MaxLengthKey, Value: "100"},
|
|
}},
|
|
},
|
|
Properties: []*commonpb.KeyValuePair{
|
|
{Key: common.NamespaceEnabledKey, Value: "true"},
|
|
},
|
|
}
|
|
|
|
schemaWithNamespaceDisabled := &schemapb.CollectionSchema{
|
|
Name: "test",
|
|
Fields: []*schemapb.FieldSchema{
|
|
{FieldID: 100, Name: "id", DataType: schemapb.DataType_Int64, IsPrimaryKey: true, AutoID: true},
|
|
},
|
|
}
|
|
|
|
t.Run("test insert with namespace enabled", func(t *testing.T) {
|
|
cache.EXPECT().GetCollectionInfo(mock.Anything, mock.Anything, mock.Anything, mock.Anything).Unset()
|
|
cache.EXPECT().GetCollectionSchema(mock.Anything, mock.Anything, mock.Anything).Unset()
|
|
cache.EXPECT().GetCollectionInfo(mock.Anything, mock.Anything, mock.Anything, mock.Anything).Return(&collectionInfo{
|
|
schema: newSchemaInfo(schemaWithNamespaceEnabled),
|
|
}, nil).Maybe()
|
|
cache.EXPECT().GetCollectionSchema(mock.Anything, mock.Anything, mock.Anything).Return(newSchemaInfo(schemaWithNamespaceEnabled), nil).Maybe()
|
|
namespace := "test"
|
|
it := insertTask{
|
|
ctx: context.Background(),
|
|
insertMsg: &msgstream.InsertMsg{
|
|
InsertRequest: &msgpb.InsertRequest{
|
|
CollectionName: "test",
|
|
Namespace: &namespace,
|
|
NumRows: 100,
|
|
Version: msgpb.InsertDataVersion_ColumnBased,
|
|
},
|
|
},
|
|
schema: schemaWithNamespaceEnabled,
|
|
idAllocator: idAllocator,
|
|
}
|
|
err := it.PreExecute(context.Background())
|
|
assert.NoError(t, err)
|
|
assert.Equal(t, int64(101), it.insertMsg.FieldsData[0].FieldId)
|
|
|
|
// namespace data is not set
|
|
it = insertTask{
|
|
ctx: context.Background(),
|
|
insertMsg: &msgstream.InsertMsg{
|
|
InsertRequest: &msgpb.InsertRequest{
|
|
CollectionName: "test",
|
|
NumRows: 100,
|
|
Version: msgpb.InsertDataVersion_ColumnBased,
|
|
},
|
|
},
|
|
idAllocator: idAllocator,
|
|
}
|
|
err = it.PreExecute(context.Background())
|
|
assert.Error(t, err)
|
|
})
|
|
|
|
t.Run("test insert with namespace disabled", func(t *testing.T) {
|
|
cache.EXPECT().GetCollectionInfo(mock.Anything, mock.Anything, mock.Anything, mock.Anything).Unset()
|
|
cache.EXPECT().GetCollectionSchema(mock.Anything, mock.Anything, mock.Anything).Unset()
|
|
cache.EXPECT().GetCollectionInfo(mock.Anything, mock.Anything, mock.Anything, mock.Anything).Return(&collectionInfo{
|
|
schema: newSchemaInfo(schemaWithNamespaceDisabled),
|
|
}, nil).Maybe()
|
|
cache.EXPECT().GetCollectionSchema(mock.Anything, mock.Anything, mock.Anything).Return(newSchemaInfo(schemaWithNamespaceDisabled), nil).Maybe()
|
|
cache.EXPECT().GetPartitionInfo(mock.Anything, mock.Anything, mock.Anything, mock.Anything).Return(&partitionInfo{
|
|
name: "p1",
|
|
partitionID: 10,
|
|
createdTimestamp: 10001,
|
|
createdUtcTimestamp: 10002,
|
|
}, nil).Maybe()
|
|
it := insertTask{
|
|
ctx: context.Background(),
|
|
insertMsg: &msgstream.InsertMsg{
|
|
InsertRequest: &msgpb.InsertRequest{
|
|
CollectionName: "test",
|
|
NumRows: 100,
|
|
Version: msgpb.InsertDataVersion_ColumnBased,
|
|
},
|
|
},
|
|
schema: schemaWithNamespaceDisabled,
|
|
idAllocator: idAllocator,
|
|
}
|
|
err := it.PreExecute(context.Background())
|
|
assert.NoError(t, err)
|
|
|
|
// namespace data is set
|
|
namespace := "test"
|
|
it = insertTask{
|
|
ctx: context.Background(),
|
|
insertMsg: &msgstream.InsertMsg{
|
|
InsertRequest: &msgpb.InsertRequest{
|
|
CollectionName: "test",
|
|
Namespace: &namespace,
|
|
NumRows: 100,
|
|
Version: msgpb.InsertDataVersion_ColumnBased,
|
|
},
|
|
},
|
|
idAllocator: idAllocator,
|
|
}
|
|
err = it.PreExecute(context.Background())
|
|
assert.Error(t, err)
|
|
})
|
|
}
|