mirror of
https://gitee.com/milvus-io/milvus.git
synced 2024-12-02 20:09:57 +08:00
491 lines
15 KiB
Go
491 lines
15 KiB
Go
package querynode
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import (
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"encoding/binary"
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"log"
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"math"
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"testing"
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"github.com/golang/protobuf/proto"
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"github.com/stretchr/testify/assert"
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"github.com/zilliztech/milvus-distributed/internal/proto/commonpb"
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"github.com/zilliztech/milvus-distributed/internal/proto/servicepb"
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)
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//-------------------------------------------------------------------------------------- constructor and destructor
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func TestSegment_newSegment(t *testing.T) {
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collectionName := "collection0"
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collectionID := UniqueID(0)
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collectionMeta := genTestCollectionMeta(collectionName, collectionID)
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schemaBlob := proto.MarshalTextString(collectionMeta.Schema)
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assert.NotEqual(t, "", schemaBlob)
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collection := newCollection(collectionMeta.ID, schemaBlob)
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assert.Equal(t, collection.Name(), collectionName)
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assert.Equal(t, collection.ID(), collectionID)
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segmentID := UniqueID(0)
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segment := newSegment(collection, segmentID, Params.DefaultPartitionTag, collectionID)
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assert.Equal(t, segmentID, segment.segmentID)
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deleteSegment(segment)
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deleteCollection(collection)
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}
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func TestSegment_deleteSegment(t *testing.T) {
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collectionName := "collection0"
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collectionID := UniqueID(0)
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collectionMeta := genTestCollectionMeta(collectionName, collectionID)
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schemaBlob := proto.MarshalTextString(collectionMeta.Schema)
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assert.NotEqual(t, "", schemaBlob)
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collection := newCollection(collectionMeta.ID, schemaBlob)
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assert.Equal(t, collection.Name(), collectionName)
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assert.Equal(t, collection.ID(), collectionID)
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segmentID := UniqueID(0)
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segment := newSegment(collection, segmentID, Params.DefaultPartitionTag, collectionID)
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assert.Equal(t, segmentID, segment.segmentID)
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deleteSegment(segment)
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deleteCollection(collection)
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}
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//-------------------------------------------------------------------------------------- stats functions
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func TestSegment_getRowCount(t *testing.T) {
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collectionName := "collection0"
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collectionID := UniqueID(0)
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collectionMeta := genTestCollectionMeta(collectionName, collectionID)
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schemaBlob := proto.MarshalTextString(collectionMeta.Schema)
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assert.NotEqual(t, "", schemaBlob)
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collection := newCollection(collectionMeta.ID, schemaBlob)
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assert.Equal(t, collection.Name(), collectionName)
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assert.Equal(t, collection.ID(), collectionID)
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segmentID := UniqueID(0)
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segment := newSegment(collection, segmentID, Params.DefaultPartitionTag, collectionID)
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assert.Equal(t, segmentID, segment.segmentID)
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ids := []int64{1, 2, 3}
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timestamps := []uint64{0, 0, 0}
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const DIM = 16
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const N = 3
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var vec = [DIM]float32{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16}
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var rawData []byte
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for _, ele := range vec {
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buf := make([]byte, 4)
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binary.LittleEndian.PutUint32(buf, math.Float32bits(ele))
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rawData = append(rawData, buf...)
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}
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bs := make([]byte, 4)
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binary.LittleEndian.PutUint32(bs, 1)
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rawData = append(rawData, bs...)
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var records []*commonpb.Blob
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for i := 0; i < N; i++ {
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blob := &commonpb.Blob{
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Value: rawData,
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}
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records = append(records, blob)
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}
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var offset = segment.segmentPreInsert(N)
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assert.GreaterOrEqual(t, offset, int64(0))
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err := segment.segmentInsert(offset, &ids, ×tamps, &records)
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assert.NoError(t, err)
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rowCount := segment.getRowCount()
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assert.Equal(t, int64(N), rowCount)
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deleteSegment(segment)
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deleteCollection(collection)
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}
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func TestSegment_getDeletedCount(t *testing.T) {
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collectionName := "collection0"
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collectionID := UniqueID(0)
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collectionMeta := genTestCollectionMeta(collectionName, collectionID)
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schemaBlob := proto.MarshalTextString(collectionMeta.Schema)
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assert.NotEqual(t, "", schemaBlob)
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collection := newCollection(collectionMeta.ID, schemaBlob)
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assert.Equal(t, collection.Name(), collectionName)
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assert.Equal(t, collection.ID(), collectionID)
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segmentID := UniqueID(0)
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segment := newSegment(collection, segmentID, Params.DefaultPartitionTag, collectionID)
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assert.Equal(t, segmentID, segment.segmentID)
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ids := []int64{1, 2, 3}
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timestamps := []uint64{0, 0, 0}
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const DIM = 16
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const N = 3
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var vec = [DIM]float32{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16}
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var rawData []byte
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for _, ele := range vec {
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buf := make([]byte, 4)
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binary.LittleEndian.PutUint32(buf, math.Float32bits(ele))
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rawData = append(rawData, buf...)
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}
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bs := make([]byte, 4)
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binary.LittleEndian.PutUint32(bs, 1)
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rawData = append(rawData, bs...)
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var records []*commonpb.Blob
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for i := 0; i < N; i++ {
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blob := &commonpb.Blob{
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Value: rawData,
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}
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records = append(records, blob)
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}
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var offsetInsert = segment.segmentPreInsert(N)
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assert.GreaterOrEqual(t, offsetInsert, int64(0))
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var err = segment.segmentInsert(offsetInsert, &ids, ×tamps, &records)
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assert.NoError(t, err)
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var offsetDelete = segment.segmentPreDelete(10)
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assert.GreaterOrEqual(t, offsetDelete, int64(0))
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err = segment.segmentDelete(offsetDelete, &ids, ×tamps)
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assert.NoError(t, err)
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var deletedCount = segment.getDeletedCount()
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// TODO: assert.Equal(t, deletedCount, len(ids))
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assert.Equal(t, deletedCount, int64(0))
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deleteCollection(collection)
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}
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func TestSegment_getMemSize(t *testing.T) {
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collectionName := "collection0"
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collectionID := UniqueID(0)
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collectionMeta := genTestCollectionMeta(collectionName, collectionID)
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schemaBlob := proto.MarshalTextString(collectionMeta.Schema)
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assert.NotEqual(t, "", schemaBlob)
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collection := newCollection(collectionMeta.ID, schemaBlob)
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assert.Equal(t, collection.Name(), collectionName)
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assert.Equal(t, collection.ID(), collectionID)
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segmentID := UniqueID(0)
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segment := newSegment(collection, segmentID, Params.DefaultPartitionTag, collectionID)
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assert.Equal(t, segmentID, segment.segmentID)
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ids := []int64{1, 2, 3}
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timestamps := []uint64{0, 0, 0}
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const DIM = 16
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const N = 3
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var vec = [DIM]float32{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16}
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var rawData []byte
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for _, ele := range vec {
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buf := make([]byte, 4)
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binary.LittleEndian.PutUint32(buf, math.Float32bits(ele))
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rawData = append(rawData, buf...)
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}
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bs := make([]byte, 4)
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binary.LittleEndian.PutUint32(bs, 1)
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rawData = append(rawData, bs...)
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var records []*commonpb.Blob
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for i := 0; i < N; i++ {
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blob := &commonpb.Blob{
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Value: rawData,
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}
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records = append(records, blob)
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}
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var offset = segment.segmentPreInsert(N)
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assert.GreaterOrEqual(t, offset, int64(0))
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err := segment.segmentInsert(offset, &ids, ×tamps, &records)
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assert.NoError(t, err)
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var memSize = segment.getMemSize()
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assert.Equal(t, memSize, int64(2785280))
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deleteSegment(segment)
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deleteCollection(collection)
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}
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//-------------------------------------------------------------------------------------- dm & search functions
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func TestSegment_segmentInsert(t *testing.T) {
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collectionName := "collection0"
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collectionID := UniqueID(0)
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collectionMeta := genTestCollectionMeta(collectionName, collectionID)
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schemaBlob := proto.MarshalTextString(collectionMeta.Schema)
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assert.NotEqual(t, "", schemaBlob)
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collection := newCollection(collectionMeta.ID, schemaBlob)
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assert.Equal(t, collection.Name(), collectionName)
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assert.Equal(t, collection.ID(), collectionID)
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segmentID := UniqueID(0)
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segment := newSegment(collection, segmentID, Params.DefaultPartitionTag, collectionID)
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assert.Equal(t, segmentID, segment.segmentID)
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ids := []int64{1, 2, 3}
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timestamps := []uint64{0, 0, 0}
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const DIM = 16
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const N = 3
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var vec = [DIM]float32{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16}
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var rawData []byte
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for _, ele := range vec {
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buf := make([]byte, 4)
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binary.LittleEndian.PutUint32(buf, math.Float32bits(ele))
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rawData = append(rawData, buf...)
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}
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bs := make([]byte, 4)
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binary.LittleEndian.PutUint32(bs, 1)
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rawData = append(rawData, bs...)
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var records []*commonpb.Blob
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for i := 0; i < N; i++ {
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blob := &commonpb.Blob{
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Value: rawData,
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}
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records = append(records, blob)
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}
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var offset = segment.segmentPreInsert(N)
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assert.GreaterOrEqual(t, offset, int64(0))
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err := segment.segmentInsert(offset, &ids, ×tamps, &records)
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assert.NoError(t, err)
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deleteSegment(segment)
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deleteCollection(collection)
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}
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func TestSegment_segmentDelete(t *testing.T) {
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collectionName := "collection0"
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collectionID := UniqueID(0)
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collectionMeta := genTestCollectionMeta(collectionName, collectionID)
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schemaBlob := proto.MarshalTextString(collectionMeta.Schema)
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assert.NotEqual(t, "", schemaBlob)
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collection := newCollection(collectionMeta.ID, schemaBlob)
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assert.Equal(t, collection.Name(), collectionName)
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assert.Equal(t, collection.ID(), collectionID)
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segmentID := UniqueID(0)
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segment := newSegment(collection, segmentID, Params.DefaultPartitionTag, collectionID)
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assert.Equal(t, segmentID, segment.segmentID)
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ids := []int64{1, 2, 3}
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timestamps := []uint64{0, 0, 0}
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const DIM = 16
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const N = 3
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var vec = [DIM]float32{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16}
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var rawData []byte
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for _, ele := range vec {
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buf := make([]byte, 4)
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binary.LittleEndian.PutUint32(buf, math.Float32bits(ele))
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rawData = append(rawData, buf...)
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}
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bs := make([]byte, 4)
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binary.LittleEndian.PutUint32(bs, 1)
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rawData = append(rawData, bs...)
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var records []*commonpb.Blob
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for i := 0; i < N; i++ {
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blob := &commonpb.Blob{
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Value: rawData,
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}
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records = append(records, blob)
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}
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var offsetInsert = segment.segmentPreInsert(N)
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assert.GreaterOrEqual(t, offsetInsert, int64(0))
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var err = segment.segmentInsert(offsetInsert, &ids, ×tamps, &records)
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assert.NoError(t, err)
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var offsetDelete = segment.segmentPreDelete(10)
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assert.GreaterOrEqual(t, offsetDelete, int64(0))
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err = segment.segmentDelete(offsetDelete, &ids, ×tamps)
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assert.NoError(t, err)
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deleteCollection(collection)
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}
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func TestSegment_segmentSearch(t *testing.T) {
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collectionName := "collection0"
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collectionID := UniqueID(0)
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collectionMeta := genTestCollectionMeta(collectionName, collectionID)
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schemaBlob := proto.MarshalTextString(collectionMeta.Schema)
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assert.NotEqual(t, "", schemaBlob)
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collection := newCollection(collectionMeta.ID, schemaBlob)
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assert.Equal(t, collection.Name(), collectionName)
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assert.Equal(t, collection.ID(), collectionID)
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segmentID := UniqueID(0)
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segment := newSegment(collection, segmentID, Params.DefaultPartitionTag, collectionID)
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assert.Equal(t, segmentID, segment.segmentID)
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ids := []int64{1, 2, 3}
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timestamps := []uint64{0, 0, 0}
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const DIM = 16
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const N = 3
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var vec = [DIM]float32{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16}
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var rawData []byte
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for _, ele := range vec {
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buf := make([]byte, 4)
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binary.LittleEndian.PutUint32(buf, math.Float32bits(ele))
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rawData = append(rawData, buf...)
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}
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bs := make([]byte, 4)
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binary.LittleEndian.PutUint32(bs, 1)
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rawData = append(rawData, bs...)
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var records []*commonpb.Blob
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for i := 0; i < N; i++ {
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blob := &commonpb.Blob{
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Value: rawData,
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}
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records = append(records, blob)
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}
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var offset = segment.segmentPreInsert(N)
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assert.GreaterOrEqual(t, offset, int64(0))
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err := segment.segmentInsert(offset, &ids, ×tamps, &records)
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assert.NoError(t, err)
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dslString := "{\"bool\": { \n\"vector\": {\n \"vec\": {\n \"metric_type\": \"L2\", \n \"params\": {\n \"nprobe\": 10 \n},\n \"query\": \"$0\",\"topk\": 10 \n } \n } \n } \n }"
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var searchRawData []byte
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for _, ele := range vec {
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buf := make([]byte, 4)
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binary.LittleEndian.PutUint32(buf, math.Float32bits(ele))
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searchRawData = append(searchRawData, buf...)
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}
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placeholderValue := servicepb.PlaceholderValue{
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Tag: "$0",
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Type: servicepb.PlaceholderType_VECTOR_FLOAT,
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Values: [][]byte{searchRawData},
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}
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placeholderGroup := servicepb.PlaceholderGroup{
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Placeholders: []*servicepb.PlaceholderValue{&placeholderValue},
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}
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placeHolderGroupBlob, err := proto.Marshal(&placeholderGroup)
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if err != nil {
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log.Print("marshal placeholderGroup failed")
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}
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searchTimestamp := Timestamp(1020)
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plan, err := createPlan(*collection, dslString)
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assert.NoError(t, err)
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holder, err := parserPlaceholderGroup(plan, placeHolderGroupBlob)
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assert.NoError(t, err)
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placeholderGroups := make([]*PlaceholderGroup, 0)
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placeholderGroups = append(placeholderGroups, holder)
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_, err = segment.segmentSearch(plan, placeholderGroups, []Timestamp{searchTimestamp})
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assert.Nil(t, err)
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plan.delete()
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holder.delete()
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deleteSegment(segment)
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deleteCollection(collection)
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}
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//-------------------------------------------------------------------------------------- preDm functions
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func TestSegment_segmentPreInsert(t *testing.T) {
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collectionName := "collection0"
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collectionID := UniqueID(0)
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collectionMeta := genTestCollectionMeta(collectionName, collectionID)
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schemaBlob := proto.MarshalTextString(collectionMeta.Schema)
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assert.NotEqual(t, "", schemaBlob)
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collection := newCollection(collectionMeta.ID, schemaBlob)
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assert.Equal(t, collection.Name(), collectionName)
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assert.Equal(t, collection.ID(), collectionID)
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segmentID := UniqueID(0)
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segment := newSegment(collection, segmentID, Params.DefaultPartitionTag, collectionID)
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assert.Equal(t, segmentID, segment.segmentID)
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const DIM = 16
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const N = 3
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var vec = [DIM]float32{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16}
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var rawData []byte
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for _, ele := range vec {
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buf := make([]byte, 4)
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binary.LittleEndian.PutUint32(buf, math.Float32bits(ele))
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rawData = append(rawData, buf...)
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}
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bs := make([]byte, 4)
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binary.LittleEndian.PutUint32(bs, 1)
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rawData = append(rawData, bs...)
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var records []*commonpb.Blob
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for i := 0; i < N; i++ {
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blob := &commonpb.Blob{
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Value: rawData,
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}
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records = append(records, blob)
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}
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var offset = segment.segmentPreInsert(N)
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assert.GreaterOrEqual(t, offset, int64(0))
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deleteSegment(segment)
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deleteCollection(collection)
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}
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func TestSegment_segmentPreDelete(t *testing.T) {
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collectionName := "collection0"
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collectionID := UniqueID(0)
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collectionMeta := genTestCollectionMeta(collectionName, collectionID)
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schemaBlob := proto.MarshalTextString(collectionMeta.Schema)
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assert.NotEqual(t, "", schemaBlob)
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collection := newCollection(collectionMeta.ID, schemaBlob)
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assert.Equal(t, collection.Name(), collectionName)
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assert.Equal(t, collection.ID(), collectionID)
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segmentID := UniqueID(0)
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segment := newSegment(collection, segmentID, Params.DefaultPartitionTag, collectionID)
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assert.Equal(t, segmentID, segment.segmentID)
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ids := []int64{1, 2, 3}
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timestamps := []uint64{0, 0, 0}
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const DIM = 16
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const N = 3
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var vec = [DIM]float32{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16}
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var rawData []byte
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for _, ele := range vec {
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buf := make([]byte, 4)
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binary.LittleEndian.PutUint32(buf, math.Float32bits(ele))
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rawData = append(rawData, buf...)
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}
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bs := make([]byte, 4)
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binary.LittleEndian.PutUint32(bs, 1)
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rawData = append(rawData, bs...)
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var records []*commonpb.Blob
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for i := 0; i < N; i++ {
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blob := &commonpb.Blob{
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Value: rawData,
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}
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records = append(records, blob)
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}
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var offsetInsert = segment.segmentPreInsert(N)
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assert.GreaterOrEqual(t, offsetInsert, int64(0))
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var err = segment.segmentInsert(offsetInsert, &ids, ×tamps, &records)
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assert.NoError(t, err)
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var offsetDelete = segment.segmentPreDelete(10)
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assert.GreaterOrEqual(t, offsetDelete, int64(0))
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deleteSegment(segment)
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deleteCollection(collection)
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}
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