milvus/client/index_test.go

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// 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 client
import (
"context"
"fmt"
"testing"
"time"
"github.com/stretchr/testify/mock"
"github.com/stretchr/testify/suite"
"go.uber.org/atomic"
"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/client/v2/entity"
"github.com/milvus-io/milvus/client/v2/index"
"github.com/milvus-io/milvus/pkg/util/merr"
)
type IndexSuite struct {
MockSuiteBase
}
func (s *IndexSuite) TestCreateIndex() {
ctx, cancel := context.WithCancel(context.Background())
defer cancel()
s.Run("success", func() {
collectionName := fmt.Sprintf("coll_%s", s.randString(6))
fieldName := fmt.Sprintf("field_%s", s.randString(4))
indexName := fmt.Sprintf("idx_%s", s.randString(6))
done := atomic.NewBool(false)
s.mock.EXPECT().CreateIndex(mock.Anything, mock.Anything).RunAndReturn(func(ctx context.Context, cir *milvuspb.CreateIndexRequest) (*commonpb.Status, error) {
s.Equal(collectionName, cir.GetCollectionName())
s.Equal(fieldName, cir.GetFieldName())
s.Equal(indexName, cir.GetIndexName())
return merr.Success(), nil
}).Once()
s.mock.EXPECT().DescribeIndex(mock.Anything, mock.Anything).RunAndReturn(func(ctx context.Context, dir *milvuspb.DescribeIndexRequest) (*milvuspb.DescribeIndexResponse, error) {
state := commonpb.IndexState_InProgress
if done.Load() {
state = commonpb.IndexState_Finished
}
return &milvuspb.DescribeIndexResponse{
Status: merr.Success(),
IndexDescriptions: []*milvuspb.IndexDescription{
{
FieldName: fieldName,
IndexName: indexName,
State: state,
},
},
}, nil
})
defer s.mock.EXPECT().DescribeIndex(mock.Anything, mock.Anything).Unset()
task, err := s.client.CreateIndex(ctx, NewCreateIndexOption(collectionName, fieldName, index.NewHNSWIndex(entity.L2, 32, 128)).WithIndexName(indexName))
s.NoError(err)
ch := make(chan struct{})
go func() {
defer close(ch)
err := task.Await(ctx)
s.NoError(err)
}()
select {
case <-ch:
s.FailNow("task done before index state set to finish")
case <-time.After(time.Second):
}
done.Store(true)
select {
case <-ch:
case <-time.After(time.Second):
s.FailNow("task not done after index set finished")
}
})
s.Run("failure", func() {
collectionName := fmt.Sprintf("coll_%s", s.randString(6))
fieldName := fmt.Sprintf("field_%s", s.randString(4))
indexName := fmt.Sprintf("idx_%s", s.randString(6))
s.mock.EXPECT().CreateIndex(mock.Anything, mock.Anything).Return(nil, merr.WrapErrServiceInternal("mocked")).Once()
_, err := s.client.CreateIndex(ctx, NewCreateIndexOption(collectionName, fieldName, index.NewHNSWIndex(entity.L2, 32, 128)).WithIndexName(indexName))
s.Error(err)
})
}
func (s *IndexSuite) TestListIndexes() {
ctx, cancel := context.WithCancel(context.Background())
defer cancel()
s.Run("success", func() {
collectionName := fmt.Sprintf("coll_%s", s.randString(6))
s.mock.EXPECT().DescribeIndex(mock.Anything, mock.Anything).RunAndReturn(func(ctx context.Context, dir *milvuspb.DescribeIndexRequest) (*milvuspb.DescribeIndexResponse, error) {
s.Equal(collectionName, dir.GetCollectionName())
return &milvuspb.DescribeIndexResponse{
Status: merr.Success(),
IndexDescriptions: []*milvuspb.IndexDescription{
{IndexName: "test_idx"},
},
}, nil
}).Once()
names, err := s.client.ListIndexes(ctx, NewListIndexOption(collectionName))
s.NoError(err)
s.ElementsMatch([]string{"test_idx"}, names)
})
s.Run("failure", func() {
collectionName := fmt.Sprintf("coll_%s", s.randString(6))
s.mock.EXPECT().DescribeIndex(mock.Anything, mock.Anything).Return(nil, merr.WrapErrServiceInternal("mocked")).Once()
_, err := s.client.ListIndexes(ctx, NewListIndexOption(collectionName))
s.Error(err)
})
}
func (s *IndexSuite) TestDescribeIndex() {
ctx, cancel := context.WithCancel(context.Background())
defer cancel()
s.Run("success", func() {
collectionName := fmt.Sprintf("coll_%s", s.randString(6))
indexName := fmt.Sprintf("idx_%s", s.randString(6))
s.mock.EXPECT().DescribeIndex(mock.Anything, mock.Anything).RunAndReturn(func(ctx context.Context, dir *milvuspb.DescribeIndexRequest) (*milvuspb.DescribeIndexResponse, error) {
s.Equal(collectionName, dir.GetCollectionName())
s.Equal(indexName, dir.GetIndexName())
return &milvuspb.DescribeIndexResponse{
Status: merr.Success(),
IndexDescriptions: []*milvuspb.IndexDescription{
{IndexName: indexName, Params: []*commonpb.KeyValuePair{
{Key: index.IndexTypeKey, Value: string(index.HNSW)},
}},
},
}, nil
}).Once()
index, err := s.client.DescribeIndex(ctx, NewDescribeIndexOption(collectionName, indexName))
s.NoError(err)
s.Equal(indexName, index.Name())
})
s.Run("no_index_found", func() {
collectionName := fmt.Sprintf("coll_%s", s.randString(6))
indexName := fmt.Sprintf("idx_%s", s.randString(6))
s.mock.EXPECT().DescribeIndex(mock.Anything, mock.Anything).RunAndReturn(func(ctx context.Context, dir *milvuspb.DescribeIndexRequest) (*milvuspb.DescribeIndexResponse, error) {
s.Equal(collectionName, dir.GetCollectionName())
s.Equal(indexName, dir.GetIndexName())
return &milvuspb.DescribeIndexResponse{
Status: merr.Success(),
IndexDescriptions: []*milvuspb.IndexDescription{},
}, nil
}).Once()
_, err := s.client.DescribeIndex(ctx, NewDescribeIndexOption(collectionName, indexName))
s.Error(err)
s.ErrorIs(err, merr.ErrIndexNotFound)
})
s.Run("failure", func() {
collectionName := fmt.Sprintf("coll_%s", s.randString(6))
indexName := fmt.Sprintf("idx_%s", s.randString(6))
s.mock.EXPECT().DescribeIndex(mock.Anything, mock.Anything).Return(nil, merr.WrapErrServiceInternal("mocked")).Once()
_, err := s.client.DescribeIndex(ctx, NewDescribeIndexOption(collectionName, indexName))
s.Error(err)
})
}
func (s *IndexSuite) TestDropIndexOption() {
collectionName := fmt.Sprintf("coll_%s", s.randString(6))
indexName := fmt.Sprintf("idx_%s", s.randString(6))
opt := NewDropIndexOption(collectionName, indexName)
req := opt.Request()
s.Equal(collectionName, req.GetCollectionName())
s.Equal(indexName, req.GetIndexName())
}
func (s *IndexSuite) TestDropIndex() {
ctx, cancel := context.WithCancel(context.Background())
defer cancel()
s.Run("success", func() {
s.mock.EXPECT().DropIndex(mock.Anything, mock.Anything).Return(merr.Success(), nil).Once()
err := s.client.DropIndex(ctx, NewDropIndexOption("testCollection", "testIndex"))
s.NoError(err)
})
s.Run("failure", func() {
s.mock.EXPECT().DropIndex(mock.Anything, mock.Anything).Return(nil, merr.WrapErrServiceInternal("mocked")).Once()
err := s.client.DropIndex(ctx, NewDropIndexOption("testCollection", "testIndex"))
s.Error(err)
})
}
func TestIndex(t *testing.T) {
suite.Run(t, new(IndexSuite))
}