// 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 pipeline import ( "testing" "github.com/samber/lo" "github.com/stretchr/testify/mock" "github.com/stretchr/testify/suite" "github.com/milvus-io/milvus-proto/go-api/v3/commonpb" "github.com/milvus-io/milvus-proto/go-api/v3/schemapb" "github.com/milvus-io/milvus/internal/mocks/util/mock_segcore" "github.com/milvus-io/milvus/internal/querynodev2/delegator" "github.com/milvus-io/milvus/internal/querynodev2/segments" "github.com/milvus-io/milvus/pkg/v3/proto/querypb" "github.com/milvus-io/milvus/pkg/v3/util/paramtable" ) type InsertNodeSuite struct { suite.Suite // datas collectionName string collectionID int64 partitionID int64 channel string insertSegmentIDs []int64 deleteSegmentSum int // mocks manager *segments.Manager delegator *delegator.MockShardDelegator } func (suite *InsertNodeSuite) SetupSuite() { paramtable.Init() suite.collectionName = "test-collection" suite.collectionID = 111 suite.partitionID = 11 suite.channel = "test_channel" suite.insertSegmentIDs = []int64{4, 3} suite.deleteSegmentSum = 2 } func (suite *InsertNodeSuite) TestBasic() { // data schema := mock_segcore.GenTestCollectionSchema(suite.collectionName, schemapb.DataType_Int64, true) in := suite.buildInsertNodeMsg(schema) collection, err := segments.NewCollection(suite.collectionID, schema, mock_segcore.GenTestIndexMeta(suite.collectionID, schema), &querypb.LoadMetaInfo{ LoadType: querypb.LoadType_LoadCollection, }) suite.NoError(err) collection.AddPartition(suite.partitionID) // init mock mockCollectionManager := segments.NewMockCollectionManager(suite.T()) mockCollectionManager.EXPECT().Get(suite.collectionID).Return(collection) mockSegmentManager := segments.NewMockSegmentManager(suite.T()) suite.manager = &segments.Manager{ Collection: mockCollectionManager, Segment: mockSegmentManager, } suite.delegator = delegator.NewMockShardDelegator(suite.T()) suite.delegator.EXPECT().ProcessInsert(mock.Anything).Run(func(insertRecords map[int64]*delegator.InsertData) { for segID := range insertRecords { suite.True(lo.Contains(suite.insertSegmentIDs, segID)) } }) // TODO mock a delgator for test node, err := newInsertNode(suite.collectionID, suite.channel, suite.manager, suite.delegator, schema, 8) suite.NoError(err) out := node.Operate(in) nodeMsg, ok := out.(*deleteNodeMsg) suite.True(ok) suite.Equal(suite.deleteSegmentSum, len(nodeMsg.deleteMsgs)) } func (suite *InsertNodeSuite) TestDataTypeNotSupported() { schema := mock_segcore.GenTestCollectionSchema(suite.collectionName, schemapb.DataType_Int64, true) in := suite.buildInsertNodeMsg(schema) collection, err := segments.NewCollection(suite.collectionID, schema, mock_segcore.GenTestIndexMeta(suite.collectionID, schema), &querypb.LoadMetaInfo{ LoadType: querypb.LoadType_LoadCollection, }) suite.NoError(err) collection.AddPartition(suite.partitionID) // init mock mockCollectionManager := segments.NewMockCollectionManager(suite.T()) mockCollectionManager.EXPECT().Get(suite.collectionID).Return(collection) mockSegmentManager := segments.NewMockSegmentManager(suite.T()) suite.manager = &segments.Manager{ Collection: mockCollectionManager, Segment: mockSegmentManager, } suite.delegator = delegator.NewMockShardDelegator(suite.T()) for _, msg := range in.insertMsgs { for _, field := range msg.GetFieldsData() { field.Type = schemapb.DataType_None } } // TODO mock a delgator for test node, err := newInsertNode(suite.collectionID, suite.channel, suite.manager, suite.delegator, schema, 8) suite.NoError(err) suite.Panics(func() { node.Operate(in) }) } func (suite *InsertNodeSuite) TestLegacyInsertMaterializesBM25Stats() { schema := &schemapb.CollectionSchema{ Name: suite.collectionName, Fields: []*schemapb.FieldSchema{ { FieldID: 100, Name: "pk", DataType: schemapb.DataType_Int64, IsPrimaryKey: true, }, { FieldID: 101, Name: "text", DataType: schemapb.DataType_VarChar, TypeParams: []*commonpb.KeyValuePair{ {Key: "max_length", Value: "1024"}, }, }, { FieldID: 102, Name: "sparse", DataType: schemapb.DataType_SparseFloatVector, IsFunctionOutput: true, }, }, Functions: []*schemapb.FunctionSchema{ { Name: "bm25", Type: schemapb.FunctionType_BM25, InputFieldIds: []int64{101}, OutputFieldIds: []int64{102}, }, { Name: "rerank", Type: schemapb.FunctionType_Rerank, InputFieldIds: []int64{101}, }, }, } in := suite.buildInsertNodeMsg(schema) for _, msg := range in.insertMsgs { msg.FieldsData = msg.FieldsData[:2] } collection := segments.NewCollectionWithoutSegcoreForTest(suite.collectionID, schema) collection.AddPartition(suite.partitionID) mockCollectionManager := segments.NewMockCollectionManager(suite.T()) mockCollectionManager.EXPECT().Get(suite.collectionID).Return(collection) suite.manager = &segments.Manager{ Collection: mockCollectionManager, Segment: segments.NewMockSegmentManager(suite.T()), } suite.delegator = delegator.NewMockShardDelegator(suite.T()) suite.delegator.EXPECT().ProcessInsert(mock.Anything).Run(func(insertRecords map[int64]*delegator.InsertData) { for _, insertData := range insertRecords { suite.Require().Contains(insertData.BM25Stats, int64(102)) suite.Equal(int64(2), insertData.BM25Stats[102].NumRow()) } }) node, err := newInsertNode(suite.collectionID, suite.channel, suite.manager, suite.delegator, schema, 8) suite.NoError(err) node.Operate(in) } func (suite *InsertNodeSuite) buildInsertNodeMsg(schema *schemapb.CollectionSchema) *insertNodeMsg { nodeMsg := insertNodeMsg{ insertMsgs: []*InsertMsg{}, deleteMsgs: []*DeleteMsg{}, timeRange: TimeRange{ timestampMin: 0, timestampMax: 0, }, } for _, segmentID := range suite.insertSegmentIDs { insertMsg := buildInsertMsg(suite.collectionID, suite.partitionID, segmentID, suite.channel, 1) insertMsg.FieldsData = genFiledDataWithSchema(schema, 1) nodeMsg.insertMsgs = append(nodeMsg.insertMsgs, insertMsg) insertMsg = buildInsertMsg(suite.collectionID, suite.partitionID, segmentID, suite.channel, 1) insertMsg.FieldsData = genFiledDataWithSchema(schema, 1) nodeMsg.insertMsgs = append(nodeMsg.insertMsgs, insertMsg) } for i := 0; i < suite.deleteSegmentSum; i++ { deleteMsg := buildDeleteMsg(suite.collectionID, suite.partitionID, suite.channel, 1) nodeMsg.deleteMsgs = append(nodeMsg.deleteMsgs, deleteMsg) } return &nodeMsg } func TestInsertNode(t *testing.T) { suite.Run(t, new(InsertNodeSuite)) }