package testcases import ( "fmt" "testing" "time" "github.com/stretchr/testify/require" "github.com/milvus-io/milvus/client/v2/column" "github.com/milvus-io/milvus/client/v2/entity" "github.com/milvus-io/milvus/client/v2/index" client "github.com/milvus-io/milvus/client/v2/milvusclient" "github.com/milvus-io/milvus/tests/go_client/common" hp "github.com/milvus-io/milvus/tests/go_client/testcases/helper" ) // create -> add field -> index -> load -> insert -> query/search func TestAddCollectionField(t *testing.T) { ctx := hp.CreateContext(t, time.Second*common.DefaultTimeout) mc := hp.CreateDefaultMilvusClient(ctx, t) // Test cases for different defaultValue and filter testCases := []struct { name string defaultValue int64 filter string }{ { name: "defaultValueNone", defaultValue: -1, filter: fmt.Sprintf("%s is null", common.DefaultNewField), }, { name: "defaultValue100", defaultValue: 100, filter: fmt.Sprintf("%s == 100", common.DefaultNewField), }, } for _, tc := range testCases { t.Run(tc.name, func(t *testing.T) { // create collection option: WithConsistencyLevel Strong, collName := common.GenRandomString("addfield", 6) err := mc.CreateCollection(ctx, client.SimpleCreateCollectionOptions(collName, common.DefaultDim)) common.CheckErr(t, err, true) // verify collection option coll, _ := mc.DescribeCollection(ctx, client.NewDescribeCollectionOption(collName)) require.Equal(t, entity.FieldTypeInt64, coll.Schema.PKField().DataType) // the field to add newField := entity.NewField().WithName(common.DefaultNewField).WithDataType(entity.FieldTypeInt64).WithNullable(true) if tc.defaultValue != -1 { newField.WithDefaultValueLong(tc.defaultValue) } err = mc.AddCollectionField(ctx, client.NewAddCollectionFieldOption(collName, newField)) common.CheckErr(t, err, true) // load -> insert prepare, _ := hp.CollPrepare.InsertData(ctx, t, mc, hp.NewInsertParams(coll.Schema), hp.TNewDataOption()) prepare.FlushData(ctx, t, mc, collName) countRes, err := mc.Query(ctx, client.NewQueryOption(collName).WithFilter(tc.filter).WithOutputFields(common.QueryCountFieldName).WithConsistencyLevel(entity.ClStrong)) common.CheckErr(t, err, true) count, _ := countRes.Fields[0].GetAsInt64(0) require.EqualValues(t, common.DefaultNb, count) vectors := hp.GenSearchVectors(common.DefaultNq, common.DefaultDim, entity.FieldTypeFloatVector) resSearch, err := mc.Search(ctx, client.NewSearchOption(collName, common.DefaultLimit, vectors).WithFilter(tc.filter).WithConsistencyLevel(entity.ClStrong)) common.CheckErr(t, err, true) common.CheckSearchResult(t, resSearch, common.DefaultNq, common.DefaultLimit) }) } } // parameterized test for add field invalid cases func TestAddCollectionFieldInvalid(t *testing.T) { ctx := hp.CreateContext(t, time.Second*common.DefaultTimeout) mc := hp.CreateDefaultMilvusClient(ctx, t) testCases := []struct { name string setupCollection func(string) error fieldBuilder func() *entity.Field expectedError string }{ { name: "addInvalidField", setupCollection: func(collName string) error { return mc.CreateCollection(ctx, client.SimpleCreateCollectionOptions(collName, common.DefaultDim)) }, fieldBuilder: func() *entity.Field { return entity.NewField().WithName(common.DefaultNewField).WithDataType(entity.FieldTypeVarChar).WithNullable(true) }, expectedError: "type param(max_length) should be specified for the field(" + common.DefaultNewField + ") of collection", }, { name: "addVectorField", setupCollection: func(collName string) error { return mc.CreateCollection(ctx, client.SimpleCreateCollectionOptions(collName, common.DefaultDim)) }, fieldBuilder: func() *entity.Field { return entity.NewField().WithName(common.DefaultNewField).WithDataType(entity.FieldTypeFloatVector).WithNullable(true) }, expectedError: "not support to add vector field, field name = " + common.DefaultNewField + ": invalid parameter", }, { name: "addFieldAsPrimary", setupCollection: func(collName string) error { return mc.CreateCollection(ctx, client.SimpleCreateCollectionOptions(collName, common.DefaultDim)) }, fieldBuilder: func() *entity.Field { return entity.NewField().WithName(common.DefaultNewField).WithDataType(entity.FieldTypeInt64).WithNullable(true).WithIsPrimaryKey(true) }, expectedError: "not support to add pk field, field name = " + common.DefaultNewField + ": invalid parameter", }, { name: "addFieldAsAutoId", setupCollection: func(collName string) error { return mc.CreateCollection(ctx, client.SimpleCreateCollectionOptions(collName, common.DefaultDim)) }, fieldBuilder: func() *entity.Field { return entity.NewField().WithName(common.DefaultNewField).WithDataType(entity.FieldTypeInt64).WithNullable(true).WithIsAutoID(true) }, expectedError: "only primary field can speficy AutoID with true, field name = " + common.DefaultNewField + ": invalid parameter", }, { name: "addFieldWithDisableNullable", setupCollection: func(collName string) error { return mc.CreateCollection(ctx, client.SimpleCreateCollectionOptions(collName, common.DefaultDim)) }, fieldBuilder: func() *entity.Field { return entity.NewField().WithName(common.DefaultNewField).WithDataType(entity.FieldTypeInt64).WithNullable(false) }, expectedError: "added field must be nullable, please check it, field name = " + common.DefaultNewField + ": invalid parameter", }, { name: "addFieldAsPartitionKey", setupCollection: func(collName string) error { return mc.CreateCollection(ctx, client.SimpleCreateCollectionOptions(collName, common.DefaultDim)) }, fieldBuilder: func() *entity.Field { return entity.NewField().WithName(common.DefaultNewField).WithDataType(entity.FieldTypeInt64).WithNullable(true).WithIsPartitionKey(true) }, expectedError: "not support to add partition key field, field name = " + common.DefaultNewField + ": invalid parameter", }, { name: "addFieldExceedMaxLength", setupCollection: func(collName string) error { return mc.CreateCollection(ctx, client.SimpleCreateCollectionOptions(collName, common.DefaultDim)) }, fieldBuilder: func() *entity.Field { return entity.NewField().WithName(common.DefaultNewField).WithDataType(entity.FieldTypeVarChar).WithNullable(true).WithMaxLength(65536) }, expectedError: "the maximum length specified for the field(" + common.DefaultNewField + ") should be in (0, 65535], but got 65536 instead: invalid parameter", }, { name: "addFieldAsClusterKey", setupCollection: func(collName string) error { // create collection with cluster key field int64Field := entity.NewField().WithName(common.DefaultInt64FieldName).WithDataType(entity.FieldTypeInt64).WithIsPrimaryKey(true) vecField := entity.NewField().WithName(common.DefaultFloatVecFieldName).WithDataType(entity.FieldTypeFloatVector).WithDim(common.DefaultDim) varcharField := entity.NewField().WithName(common.DefaultVarcharFieldName).WithDataType(entity.FieldTypeVarChar).WithMaxLength(64).WithIsClusteringKey(true) schema := entity.NewSchema().WithName(collName).WithField(int64Field).WithField(vecField).WithField(varcharField) return mc.CreateCollection(ctx, client.NewCreateCollectionOption(collName, schema)) }, fieldBuilder: func() *entity.Field { return entity.NewField().WithName(common.DefaultNewField).WithDataType(entity.FieldTypeInt64).WithNullable(true).WithIsClusteringKey(true) }, expectedError: "already has another clutering key field, field name: " + common.DefaultNewField + ": invalid parameter", }, { name: "addFieldSameOtherName", setupCollection: func(collName string) error { // create collection with varchar field int64Field := entity.NewField().WithName(common.DefaultInt64FieldName).WithDataType(entity.FieldTypeInt64).WithIsPrimaryKey(true) vecField := entity.NewField().WithName(common.DefaultFloatVecFieldName).WithDataType(entity.FieldTypeFloatVector).WithDim(common.DefaultDim) varcharField := entity.NewField().WithName(common.DefaultVarcharFieldName).WithDataType(entity.FieldTypeVarChar).WithMaxLength(64).WithIsClusteringKey(true) schema := entity.NewSchema().WithName(collName).WithField(int64Field).WithField(vecField).WithField(varcharField) return mc.CreateCollection(ctx, client.NewCreateCollectionOption(collName, schema)) }, fieldBuilder: func() *entity.Field { return entity.NewField().WithName(common.DefaultVarcharFieldName).WithDataType(entity.FieldTypeVarChar).WithNullable(true).WithMaxLength(64) }, expectedError: "duplicate field name: varchar: invalid parameter", }, } for _, tc := range testCases { t.Run(tc.name, func(t *testing.T) { collName := common.GenRandomString("addfield", 6) // setup collection err := tc.setupCollection(collName) common.CheckErr(t, err, true) // add field and expect error newField := tc.fieldBuilder() err = mc.AddCollectionField(ctx, client.NewAddCollectionFieldOption(collName, newField)) common.CheckErr(t, err, false, tc.expectedError) }) } } // test add field when max field number exceeded func TestCollectionAddFieldExceedMaxFieldNumber(t *testing.T) { ctx := hp.CreateContext(t, time.Second*common.DefaultTimeout) mc := hp.CreateDefaultMilvusClient(ctx, t) collName := common.GenRandomString("addfield", 6) err := mc.CreateCollection(ctx, client.SimpleCreateCollectionOptions(collName, common.DefaultDim)) common.CheckErr(t, err, true) // add fields until reaching max field number (64) for i := 0; i < 62; i++ { newField := entity.NewField().WithName(fmt.Sprintf("%s_%d", common.DefaultNewField, i)).WithDataType(entity.FieldTypeVarChar).WithNullable(true).WithMaxLength(64) err = mc.AddCollectionField(ctx, client.NewAddCollectionFieldOption(collName, newField)) common.CheckErr(t, err, true) } // try to add one more field to exceed max field number newField := entity.NewField().WithName(common.DefaultNewField).WithDataType(entity.FieldTypeVarChar).WithNullable(true).WithMaxLength(64) err = mc.AddCollectionField(ctx, client.NewAddCollectionFieldOption(collName, newField)) common.CheckErr(t, err, false, "The number of fields has reached the maximum value 64: invalid parameter") } // create Inverted index for added field and drop index func TestIndexAddedField(t *testing.T) { ctx := hp.CreateContext(t, time.Second*common.DefaultTimeout) mc := hp.CreateDefaultMilvusClient(ctx, t) // Define different index type test cases testCases := []struct { name string indexType string createIndex func() index.Index expectedError string }{ { name: "InvertedIndex", indexType: "INVERTED", createIndex: index.NewInvertedIndex, }, { name: "SortedIndex", indexType: "STL_SORT", createIndex: index.NewSortedIndex, }, { name: "TrieIndex", indexType: "TRIE", createIndex: index.NewTrieIndex, }, } for _, tc := range testCases { t.Run(tc.name, func(t *testing.T) { cp := hp.NewCreateCollectionParams(hp.Int64MultiVec) prepare, schema := hp.CollPrepare.CreateCollection(ctx, t, mc, cp, hp.TNewFieldsOption(), hp.TNewSchemaOption().TWithEnableDynamicField(true)) // insert ip := hp.NewInsertParams(schema) prepare.InsertData(ctx, t, mc, ip, hp.TNewDataOption()) prepare.FlushData(ctx, t, mc, schema.CollectionName) // the field to add newField := entity.NewField().WithName(common.DefaultNewField).WithDataType(entity.FieldTypeVarChar).WithNullable(true).WithDefaultValueString("100").WithMaxLength(100) err := mc.AddCollectionField(ctx, client.NewAddCollectionFieldOption(schema.CollectionName, newField)) common.CheckErr(t, err, true) // create index on varchar field idx := tc.createIndex() idxTask, err := mc.CreateIndex(ctx, client.NewCreateIndexOption(schema.CollectionName, newField.Name, idx)) if tc.expectedError != "" { common.CheckErr(t, err, false, tc.expectedError) return } common.CheckErr(t, err, true) err = idxTask.Await(ctx) common.CheckErr(t, err, true) // describe index expIndex := index.NewGenericIndex(newField.Name, idx.Params()) _index, _ := mc.DescribeIndex(ctx, client.NewDescribeIndexOption(schema.CollectionName, newField.Name)) common.CheckIndex(t, _index, expIndex, common.TNewCheckIndexOpt(common.DefaultNb)) // drop index errDrop := mc.DropIndex(ctx, client.NewDropIndexOption(schema.CollectionName, idx.Name())) common.CheckErr(t, errDrop, true) _idx, errDescribe := mc.DescribeIndex(ctx, client.NewDescribeIndexOption(schema.CollectionName, idx.Name())) common.CheckErr(t, errDescribe, false, "index not found") common.CheckIndex(t, _idx, nil, common.TNewCheckIndexOpt(0).TWithIndexRows(0, 0, 0).TWithIndexState(common.IndexStateIndexStateNone)) }) } } func TestInsertWithAddedField(t *testing.T) { ctx := hp.CreateContext(t, time.Second*common.DefaultTimeout) mc := hp.CreateDefaultMilvusClient(ctx, t) for _, autoID := range [2]bool{false, true} { // create collection cp := hp.NewCreateCollectionParams(hp.Int64Vec) _, schema := hp.CollPrepare.CreateCollection(ctx, t, mc, cp, hp.TNewFieldsOption().TWithAutoID(autoID), hp.TNewSchemaOption()) // create partition parName := common.GenRandomString("par", 4) err := mc.CreatePartition(ctx, client.NewCreatePartitionOption(schema.CollectionName, parName)) common.CheckErr(t, err, true) // add field newField := entity.NewField().WithName(common.DefaultVarcharFieldName).WithDataType(entity.FieldTypeVarChar).WithNullable(true).WithDefaultValueString("100").WithMaxLength(100) err = mc.AddCollectionField(ctx, client.NewAddCollectionFieldOption(schema.CollectionName, newField)) common.CheckErr(t, err, true) // insert without added field columnOpt := hp.TNewDataOption().TWithDim(common.DefaultDim) pkColumn := hp.GenColumnData(common.DefaultNb, entity.FieldTypeInt64, *columnOpt) vecColumn := hp.GenColumnData(common.DefaultNb, entity.FieldTypeFloatVector, *columnOpt) insertOpt := client.NewColumnBasedInsertOption(schema.CollectionName).WithColumns(vecColumn) if !autoID { insertOpt.WithColumns(pkColumn) } insertRes, err := mc.Insert(ctx, insertOpt.WithPartition(parName)) common.CheckErr(t, err, true) if !autoID { common.CheckInsertResult(t, pkColumn, insertRes) } // insert with added field addedFieldColumn := hp.GenColumnData(common.DefaultNb, entity.FieldTypeVarChar, *columnOpt) insertOpt = client.NewColumnBasedInsertOption(schema.CollectionName).WithColumns(vecColumn, addedFieldColumn) if !autoID { insertOpt.WithColumns(pkColumn) } insertRes, err = mc.Insert(ctx, insertOpt.WithPartition(parName)) common.CheckErr(t, err, true) if !autoID { common.CheckInsertResult(t, pkColumn, insertRes) } } } func TestUpsertDynamicAddField(t *testing.T) { // enable dynamic field/add field and insert dynamic/added column ctx := hp.CreateContext(t, time.Second*common.DefaultTimeout) mc := hp.CreateDefaultMilvusClient(ctx, t) // create -> insert [0, 3000) -> flush -> index -> load prepare, schema := hp.CollPrepare.CreateCollection(ctx, t, mc, hp.NewCreateCollectionParams(hp.Int64Vec), hp.TNewFieldsOption(), hp.TNewSchemaOption().TWithEnableDynamicField(true)) prepare.InsertData(ctx, t, mc, hp.NewInsertParams(schema), hp.TNewDataOption()) prepare.CreateIndex(ctx, t, mc, hp.TNewIndexParams(schema)) prepare.Load(ctx, t, mc, hp.NewLoadParams(schema.CollectionName)) // add field defaultNewField := common.DefaultDynamicNumberField newField := entity.NewField().WithName(defaultNewField).WithDataType(entity.FieldTypeInt64).WithNullable(true).WithDefaultValueLong(888) err := mc.AddCollectionField(ctx, client.NewAddCollectionFieldOption(schema.CollectionName, newField)) common.CheckErr(t, err, true) upsertNb := 10 // 1. upsert exist pk without dynamic column and with added column opt := *hp.TNewDataOption() pkColumn, vecColumn := hp.GenColumnData(upsertNb, entity.FieldTypeInt64, opt), hp.GenColumnData(upsertNb, entity.FieldTypeFloatVector, opt) addedColumn := hp.GenColumnData(upsertNb, entity.FieldTypeInt64, *opt.TWithFieldName(defaultNewField)) _, err = mc.Upsert(ctx, client.NewColumnBasedInsertOption(schema.CollectionName).WithColumns(pkColumn, vecColumn, addedColumn)) common.CheckErr(t, err, true) // query and gets empty resSet, err := mc.Query(ctx, client.NewQueryOption(schema.CollectionName).WithFilter(fmt.Sprintf("$meta['%s'] < %d", common.DefaultDynamicNumberField, upsertNb)). WithOutputFields(common.DefaultDynamicFieldName).WithConsistencyLevel(entity.ClStrong)) common.CheckErr(t, err, true) require.Equal(t, 0, resSet.GetColumn(common.DefaultDynamicFieldName).Len()) resSet, err = mc.Query(ctx, client.NewQueryOption(schema.CollectionName).WithFilter(fmt.Sprintf("%s < %d", defaultNewField, upsertNb)). WithOutputFields(common.DefaultDynamicFieldName).WithConsistencyLevel(entity.ClStrong)) common.CheckErr(t, err, true) require.Equal(t, upsertNb, resSet.GetColumn(common.DefaultDynamicFieldName).Len()) // 2. upsert not exist pk with added column opt.TWithStart(common.DefaultNb) pkColumn2 := hp.GenColumnData(upsertNb, entity.FieldTypeInt64, *opt.TWithFieldName(common.DefaultInt64FieldName)) vecColumn2 := hp.GenColumnData(upsertNb, entity.FieldTypeFloatVector, *opt.TWithFieldName(common.DefaultFloatVecFieldName)) addedColumn2 := hp.GenColumnData(upsertNb, entity.FieldTypeInt64, *opt.TWithFieldName(defaultNewField)) _, err = mc.Upsert(ctx, client.NewColumnBasedInsertOption(schema.CollectionName).WithColumns(pkColumn2, vecColumn2, addedColumn2)) common.CheckErr(t, err, true) // query and gets added field resSet, err = mc.Query(ctx, client.NewQueryOption(schema.CollectionName).WithFilter(fmt.Sprintf("%s >= %d", defaultNewField, common.DefaultNb)). WithOutputFields("*").WithConsistencyLevel(entity.ClStrong)) common.CheckErr(t, err, true) require.Equal(t, upsertNb, resSet.GetColumn(defaultNewField).Len()) } // query with dynamic field same as added field func TestQueryWithDynamicAddedField(t *testing.T) { ctx := hp.CreateContext(t, time.Second*common.DefaultTimeout) mc := hp.CreateDefaultMilvusClient(ctx, t) // create and insert with dynamic field enabled prepare, schema := hp.CollPrepare.CreateCollection(ctx, t, mc, hp.NewCreateCollectionParams(hp.Int64Vec), hp.TNewFieldsOption(), hp.TNewSchemaOption().TWithEnableDynamicField(true)) _, insertRes := prepare.InsertData(ctx, t, mc, hp.NewInsertParams(schema), hp.TNewDataOption()) // index it, _ := mc.CreateIndex(ctx, client.NewCreateIndexOption(schema.CollectionName, common.DefaultFloatVecFieldName, index.NewSCANNIndex(entity.COSINE, 32, false))) err := it.Await(ctx) common.CheckErr(t, err, true) // load lt, _ := mc.LoadCollection(ctx, client.NewLoadCollectionOption(schema.CollectionName)) err = lt.Await(ctx) common.CheckErr(t, err, true) // add field name as dynamic dynamicNumber field defaultValue := 8888 defaultNewField := common.DefaultDynamicNumberField newField := entity.NewField().WithName(defaultNewField).WithDataType(entity.FieldTypeInt32). WithDefaultValueInt(int32(defaultValue)).WithNullable(true) err = mc.AddCollectionField(ctx, client.NewAddCollectionFieldOption(schema.CollectionName, newField)) common.CheckErr(t, err, true) // insert with added field(dynamicNumber) _, insertRes2 := prepare.InsertData(ctx, t, mc, hp.NewInsertParams(schema), hp.TNewDataOption().TWithStart(common.DefaultNb)) require.Equal(t, common.DefaultNb, int(insertRes2.InsertCount)) // query with old data before add field expr := fmt.Sprintf("$meta['%s'] in [0, 1, 2, 3, 4]", common.DefaultDynamicNumberField) queryRes, err := mc.Query(ctx, client.NewQueryOption(schema.CollectionName).WithFilter(expr).WithConsistencyLevel(entity.ClStrong)) common.CheckErr(t, err, true) common.CheckQueryResult(t, queryRes.Fields, []column.Column{insertRes.IDs.Slice(0, 5)}) // query with old data after add field expr = fmt.Sprintf("%s == %d", defaultNewField, defaultValue) queryRes, err = mc.Query(ctx, client.NewQueryOption(schema.CollectionName).WithFilter(expr).WithConsistencyLevel(entity.ClStrong)) common.CheckErr(t, err, true) common.CheckQueryResult(t, queryRes.Fields, []column.Column{insertRes.IDs.Slice(0, common.DefaultNb)}) // query with new data after add field expr = fmt.Sprintf("%s != %d", defaultNewField, defaultValue) queryRes, err = mc.Query(ctx, client.NewQueryOption(schema.CollectionName).WithFilter(expr).WithConsistencyLevel(entity.ClStrong)) common.CheckErr(t, err, true) common.CheckQueryResult(t, queryRes.Fields, []column.Column{insertRes2.IDs.Slice(0, common.DefaultNb)}) } // search with dynamic field same as added field func TestSearchWithDynamicAddedField(t *testing.T) { ctx := hp.CreateContext(t, time.Second*common.DefaultTimeout) mc := hp.CreateDefaultMilvusClient(ctx, t) // create and insert with dynamic field enabled prepare, schema := hp.CollPrepare.CreateCollection(ctx, t, mc, hp.NewCreateCollectionParams(hp.Int64Vec), hp.TNewFieldsOption(), hp.TNewSchemaOption().TWithEnableDynamicField(true)) prepare.InsertData(ctx, t, mc, hp.NewInsertParams(schema), hp.TNewDataOption()) // index it, _ := mc.CreateIndex(ctx, client.NewCreateIndexOption(schema.CollectionName, common.DefaultFloatVecFieldName, index.NewSCANNIndex(entity.COSINE, 32, false))) err := it.Await(ctx) common.CheckErr(t, err, true) // load lt, _ := mc.LoadCollection(ctx, client.NewLoadCollectionOption(schema.CollectionName)) err = lt.Await(ctx) common.CheckErr(t, err, true) // add field name as dynamic dynamicNumber field defaultValue := 8888 defaultNewField := common.DefaultDynamicNumberField newField := entity.NewField().WithName(defaultNewField).WithDataType(entity.FieldTypeInt32). WithDefaultValueInt(int32(defaultValue)).WithNullable(true) err = mc.AddCollectionField(ctx, client.NewAddCollectionFieldOption(schema.CollectionName, newField)) common.CheckErr(t, err, true) // insert with added field(dynamicNumber) _, insertRes2 := prepare.InsertData(ctx, t, mc, hp.NewInsertParams(schema), hp.TNewDataOption().TWithStart(common.DefaultNb)) require.Equal(t, common.DefaultNb, int(insertRes2.InsertCount)) // search with old data before add field vectors := hp.GenSearchVectors(common.DefaultNq, common.DefaultDim, entity.FieldTypeFloatVector) expr := fmt.Sprintf("$meta['%s'] is not null", common.DefaultDynamicNumberField) resSearch, err := mc.Search(ctx, client.NewSearchOption(schema.CollectionName, common.DefaultLimit, vectors).WithConsistencyLevel(entity.ClStrong). WithFilter(expr)) common.CheckErr(t, err, true) common.CheckSearchResult(t, resSearch, common.DefaultNq, common.DefaultLimit) // search with old data after add field expr = fmt.Sprintf("%s == %d", defaultNewField, defaultValue) resSearch, err = mc.Search(ctx, client.NewSearchOption(schema.CollectionName, common.DefaultLimit, vectors).WithConsistencyLevel(entity.ClStrong). WithFilter(expr)) common.CheckErr(t, err, true) common.CheckSearchResult(t, resSearch, common.DefaultNq, common.DefaultLimit) // search with new data after add field expr = fmt.Sprintf("%s != %d", defaultNewField, defaultValue) resSearch, err = mc.Search(ctx, client.NewSearchOption(schema.CollectionName, common.DefaultLimit, vectors).WithConsistencyLevel(entity.ClStrong). WithFilter(expr)) common.CheckErr(t, err, true) common.CheckSearchResult(t, resSearch, common.DefaultNq, common.DefaultLimit) } // test delete with added field func TestDeleteWithAddedField(t *testing.T) { ctx := hp.CreateContext(t, time.Second*common.DefaultTimeout) mc := hp.CreateDefaultMilvusClient(ctx, t) // create collection cp := hp.NewCreateCollectionParams(hp.Int64Vec) prepare, schema := hp.CollPrepare.CreateCollection(ctx, t, mc, cp, hp.TNewFieldsOption(), hp.TNewSchemaOption()) // the field to add newField := entity.NewField().WithName(common.DefaultNewField).WithDataType(entity.FieldTypeInt64).WithNullable(true).WithDefaultValueLong(100) err := mc.AddCollectionField(ctx, client.NewAddCollectionFieldOption(schema.CollectionName, newField)) common.CheckErr(t, err, true) // insert prepare.InsertData(ctx, t, mc, hp.NewInsertParams(schema), hp.TNewDataOption()) prepare.FlushData(ctx, t, mc, schema.CollectionName) // index and load collection prepare.CreateIndex(ctx, t, mc, hp.TNewIndexParams(schema)) prepare.Load(ctx, t, mc, hp.NewLoadParams(schema.CollectionName)) // delete with expr delRes, errDelete := mc.Delete(ctx, client.NewDeleteOption(schema.CollectionName).WithExpr(common.DefaultNewField+" is null")) common.CheckErr(t, errDelete, true) require.Equal(t, int64(0), delRes.DeleteCount) // delete with int64 pk delRes, errDelete = mc.Delete(ctx, client.NewDeleteOption(schema.CollectionName).WithExpr(common.DefaultNewField+" == 100")) common.CheckErr(t, errDelete, true) require.Equal(t, int64(common.DefaultNb), delRes.DeleteCount) // query, verify delete success exprQuery := fmt.Sprintf("%s > 0", common.DefaultInt64FieldName) queryRes, errQuery := mc.Query(ctx, client.NewQueryOption(schema.CollectionName).WithFilter(exprQuery).WithConsistencyLevel(entity.ClStrong)) common.CheckErr(t, errQuery, true) require.Zero(t, queryRes.ResultCount) }