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https://gitee.com/milvus-io/milvus.git
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2fdf1a6e76
add some integration tests for sparse float vector support https://github.com/milvus-io/milvus/issues/29419 Signed-off-by: Buqian Zheng <zhengbuqian@gmail.com>
127 lines
4.0 KiB
Go
127 lines
4.0 KiB
Go
// Licensed to the LF AI & Data foundation under one
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// or more contributor license agreements. See the NOTICE file
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// distributed with this work for additional information
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// regarding copyright ownership. The ASF licenses this file
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// to you under the Apache License, Version 2.0 (the
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// "License"); you may not use this file except in compliance
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// with the License. You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package insert
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import (
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"context"
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"testing"
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"github.com/golang/protobuf/proto"
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"github.com/stretchr/testify/suite"
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"go.uber.org/zap"
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"github.com/milvus-io/milvus-proto/go-api/v2/milvuspb"
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"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
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"github.com/milvus-io/milvus/pkg/common"
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"github.com/milvus-io/milvus/pkg/log"
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"github.com/milvus-io/milvus/pkg/util/funcutil"
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"github.com/milvus-io/milvus/pkg/util/merr"
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"github.com/milvus-io/milvus/pkg/util/metric"
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"github.com/milvus-io/milvus/tests/integration"
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)
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type InsertSuite struct {
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integration.MiniClusterSuite
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}
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// insert request with duplicate field data should fail
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func (s *InsertSuite) TestInsert() {
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c := s.Cluster
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ctx, cancel := context.WithCancel(c.GetContext())
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defer cancel()
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prefix := "TestInsert"
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dbName := ""
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collectionName := prefix + funcutil.GenRandomStr()
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dim := 128
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rowNum := 3000
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schema := integration.ConstructSchema(collectionName, dim, false)
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marshaledSchema, err := proto.Marshal(schema)
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s.NoError(err)
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createCollectionStatus, err := c.Proxy.CreateCollection(ctx, &milvuspb.CreateCollectionRequest{
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DbName: dbName,
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CollectionName: collectionName,
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Schema: marshaledSchema,
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ShardsNum: common.DefaultShardsNum,
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})
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s.NoError(err)
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err = merr.Error(createCollectionStatus)
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if err != nil {
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log.Warn("createCollectionStatus fail reason", zap.Error(err))
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}
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log.Info("CreateCollection result", zap.Any("createCollectionStatus", createCollectionStatus))
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showCollectionsResp, err := c.Proxy.ShowCollections(ctx, &milvuspb.ShowCollectionsRequest{})
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s.NoError(err)
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s.True(merr.Ok(showCollectionsResp.GetStatus()))
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log.Info("ShowCollections result", zap.Any("showCollectionsResp", showCollectionsResp))
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// create index
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createIndexStatus, err := c.Proxy.CreateIndex(ctx, &milvuspb.CreateIndexRequest{
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CollectionName: collectionName,
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FieldName: integration.FloatVecField,
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IndexName: "_default",
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ExtraParams: integration.ConstructIndexParam(dim, integration.IndexFaissIvfFlat, metric.IP),
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})
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s.NoError(err)
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err = merr.Error(createIndexStatus)
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if err != nil {
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log.Warn("createIndexStatus fail reason", zap.Error(err))
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}
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s.WaitForIndexBuilt(ctx, collectionName, integration.FloatVecField)
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log.Info("Create index done")
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// load
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loadStatus, err := c.Proxy.LoadCollection(ctx, &milvuspb.LoadCollectionRequest{
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DbName: dbName,
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CollectionName: collectionName,
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})
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s.NoError(err)
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err = merr.Error(loadStatus)
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if err != nil {
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log.Warn("LoadCollection fail reason", zap.Error(err))
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}
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s.WaitForLoad(ctx, collectionName)
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log.Info("Load collection done")
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pkFieldData := integration.NewInt64FieldData(integration.Int64Field, rowNum)
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hashKeys := integration.GenerateHashKeys(rowNum)
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insertResult, err := c.Proxy.Insert(ctx, &milvuspb.InsertRequest{
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DbName: dbName,
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CollectionName: collectionName,
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FieldsData: []*schemapb.FieldData{pkFieldData, pkFieldData},
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HashKeys: hashKeys,
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NumRows: uint32(rowNum),
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})
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s.NoError(err)
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s.False(merr.Ok(insertResult.GetStatus()))
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log.Info("==================")
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log.Info("==================")
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log.Info("TestInsert succeed")
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log.Info("==================")
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log.Info("==================")
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}
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func TestInsert(t *testing.T) {
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suite.Run(t, new(InsertSuite))
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}
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