storage

package
v0.10.3-0...-9d3035c Latest Latest
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This package is not in the latest version of its module.

 Go to latest Published: Nov 29, 2024 License: Apache-2.0 Imports: 70 Imported by: 0

Documentation

Index

Constants

View Source 
const (
	// Ts is blob key "ts"
	Ts = "ts"
	// DDL is blob key "ddl"
	DDL = "ddl"
	// IndexParamsKey is blob key "indexParams"
	IndexParamsKey = "indexParams"
)
View Source 
const (
	CloudProviderGCP       = "gcp"
	CloudProviderGCPNative = "gcpnative"
	CloudProviderAWS       = "aws"
	CloudProviderAliyun    = "aliyun"
	CloudProviderAzure     = "azure"
	CloudProviderTencent   = "tencent"
)
View Source 
const BM25VERSION int32 = 0
View Source 
const InvalidUniqueID = UniqueID(-1)

InvalidUniqueID is used when the UniqueID is not set (like in return with err)

View Source 
const (
	// MagicNumber used in binlog
	MagicNumber int32 = 0xfffabc
)
View Source 
const MultiField = "MULTI_FIELD"

mark useMultiFieldFormat if there are multi fields in a log file

Variables

View Source 
var (
	// ErrNoMoreRecord is the error that the iterator does not have next record.
	ErrNoMoreRecord = errors.New("no more record")
	// ErrDisposed is the error that the iterator is disposed.
	ErrDisposed = errors.New("iterator is disposed")
)
View Source 
var (
	BitMask        = [8]byte{1, 2, 4, 8, 16, 32, 64, 128}
	FlippedBitMask = [8]byte{254, 253, 251, 247, 239, 223, 191, 127}
)
View Source 
var CheckBucketRetryAttempts uint = 20

Functions

func AddFieldDataToPayload 

func AddFieldDataToPayload(eventWriter *insertEventWriter, dataType schemapb.DataType, singleData FieldData) error

func AddInsertData 

func AddInsertData(dataType schemapb.DataType, data interface{}, insertData *InsertData, fieldID int64, rowNum int, eventReader *EventReader, dim int, validData []bool) (dataLength int, err error)

func FindPartitionStatsMaxVersion 

func FindPartitionStatsMaxVersion(filePaths []string) (int64, string)

func GetDimFromParams 

func GetDimFromParams(params []*commonpb.KeyValuePair) (int, error)

GetDimFromParams get dim from params.

func GetFilesSize 

func GetFilesSize(ctx context.Context, paths []string, cm ChunkManager) (int64, error)

func ListAllChunkWithPrefix 

func ListAllChunkWithPrefix(ctx context.Context, manager ChunkManager, prefix string, recursive bool) ([]string, []time.Time, error)

ListAllChunkWithPrefix is a helper function to list all objects with same @prefix by using `ListWithPrefix`. `ListWithPrefix` is more efficient way to call if you don't need all chunk at same time.

func Locations 

func Locations(pk PrimaryKey, k uint, bfType bloomfilter.BFType) []uint64

Locations returns a list of hash locations representing a data item.

func MergeFieldData 

func MergeFieldData(data *InsertData, fid FieldID, field FieldData)

MergeFieldData merge field into data.

func MergeInsertData 

func MergeInsertData(buffer *InsertData, datas ...*InsertData)

MergeInsertData append the insert datas to the original buffer.

func Min 

func Min(a, b int64) int64

func NewBaseDescriptorEvent 

func NewBaseDescriptorEvent(collectionID int64, partitionID int64, segmentID int64) *descriptorEvent

func NewBinlogStreamWriters 

func NewBinlogStreamWriters(collectionID, partitionID, segmentID UniqueID,
	schema []*schemapb.FieldSchema,
) map[FieldID]*BinlogStreamWriter

func Open 

func Open(filepath string) (*os.File, error)

Open opens file as os.Open works, also converts the os errors to Milvus errors

func ParseInt64s2IDs 

func ParseInt64s2IDs(pks ...int64) *schemapb.IDs

func ParsePrimaryKeys2IDs 

func ParsePrimaryKeys2IDs(pks []PrimaryKey) *schemapb.IDs

func ParsePrimaryKeysBatch2IDs 

func ParsePrimaryKeysBatch2IDs(pks PrimaryKeys) (*schemapb.IDs, error)

func PrintBinlogFiles 

func PrintBinlogFiles(fileList []string) error

PrintBinlogFiles call printBinlogFile in turn for the file list specified by parameter fileList. Return an error early if it encounters any error.

func ReadBinary 

func ReadBinary(reader io.Reader, receiver interface{}, dataType schemapb.DataType)

ReadBinary read data in bytes and write it into receiver. 

The receiver can be any type in int8, int16, int32, int64, float32, float64 and bool
ReadBinary uses LittleEndian ByteOrder.

func ReadData 

func ReadData[T any, E interface {
	Value(int) T
	NullBitmapBytes() []byte
}](reader *file.Reader, value []T, validData []bool, numRows int64) (int64, error)

func ReadDataFromAllRowGroups 

func ReadDataFromAllRowGroups[T any, E interface {
	ReadBatch(int64, []T, []int16, []int16) (int64, int, error)
}](reader *file.Reader, values []T, columnIdx int, numRows int64) (int64, error)

ReadDataFromAllRowGroups iterates all row groups of file.Reader, and convert column to E. then calls ReadBatch with provided parameters.

func ReadDescriptorEvent 

func ReadDescriptorEvent(buffer io.Reader) (*descriptorEvent, error)

ReadDescriptorEvent reads a descriptorEvent from buffer

func ReadFile 

func ReadFile(filepath string) ([]byte, error)

ReadFile reads file as os.ReadFile works, also converts the os errors to Milvus errors

func SerializePartitionStatsSnapshot 

func SerializePartitionStatsSnapshot(partStats *PartitionStatsSnapshot) ([]byte, error)

func TransferColumnBasedInsertDataToRowBased 

func TransferColumnBasedInsertDataToRowBased(data *InsertData) (
	Timestamps []uint64,
	RowIDs []int64,
	RowData []*commonpb.Blob,
	err error,
)

TransferColumnBasedInsertDataToRowBased transfer column-based insert data to row-based rows. Note:

  • ts column must exist in insert data;
  • row id column must exist in insert data;
  • the row num of all column must be equal;
  • num_rows = len(RowData), a row will be assembled into the value of blob with field id order;

func TransferInsertDataToInsertRecord 

func TransferInsertDataToInsertRecord(insertData *InsertData) (*segcorepb.InsertRecord, error)

func TransferInsertMsgToInsertRecord 

func TransferInsertMsgToInsertRecord(schema *schemapb.CollectionSchema, msg *msgstream.InsertMsg) (*segcorepb.InsertRecord, error)

func UnsafeReadBool 

func UnsafeReadBool(buf []byte, idx int) bool

#nosec G103

func UnsafeReadByte 

func UnsafeReadByte(buf []byte, idx int) byte

#nosec G103

func UnsafeReadFloat32 

func UnsafeReadFloat32(buf []byte, idx int) float32

#nosec G103

func UnsafeReadFloat64 

func UnsafeReadFloat64(buf []byte, idx int) float64

#nosec G103

func UnsafeReadInt16 

func UnsafeReadInt16(buf []byte, idx int) int16

#nosec G103

func UnsafeReadInt32 

func UnsafeReadInt32(buf []byte, idx int) int32

#nosec G103

func UnsafeReadInt64 

func UnsafeReadInt64(buf []byte, idx int) int64

#nosec G103

func UnsafeReadInt8 

func UnsafeReadInt8(buf []byte, idx int) int8

#nosec G103

func WriteFile 

func WriteFile(filepath string, data []byte, perm fs.FileMode) error

WriteFile writes file as os.WriteFile works， also converts the os errors to Milvus errors

Types

type ArrayFieldData 

type ArrayFieldData struct {
	ElementType schemapb.DataType
	Data        []*schemapb.ScalarField
	ValidData   []bool
	Nullable    bool
}

func (*ArrayFieldData) AppendDataRows 

func (data *ArrayFieldData) AppendDataRows(rows interface{}) error

func (*ArrayFieldData) AppendRow 

func (data *ArrayFieldData) AppendRow(row interface{}) error

func (*ArrayFieldData) AppendRows 

func (data *ArrayFieldData) AppendRows(dataRows interface{}, validDataRows interface{}) error

func (*ArrayFieldData) AppendValidDataRows 

func (data *ArrayFieldData) AppendValidDataRows(rows interface{}) error

func (*ArrayFieldData) GetDataRows 

func (data *ArrayFieldData) GetDataRows() any

func (*ArrayFieldData) GetDataType 

func (data *ArrayFieldData) GetDataType() schemapb.DataType

func (*ArrayFieldData) GetMemorySize 

func (data *ArrayFieldData) GetMemorySize() int

func (*ArrayFieldData) GetNullable 

func (data *ArrayFieldData) GetNullable() bool

func (*ArrayFieldData) GetRow 

func (data *ArrayFieldData) GetRow(i int) any

func (*ArrayFieldData) GetRowSize 

func (data *ArrayFieldData) GetRowSize(i int) int

func (*ArrayFieldData) RowNum 

func (data *ArrayFieldData) RowNum() int

type AzureObjectStorage 

type AzureObjectStorage struct {
	*service.Client
}

func (*AzureObjectStorage) GetObject 

func (AzureObjectStorage *AzureObjectStorage) GetObject(ctx context.Context, bucketName, objectName string, offset int64, size int64) (FileReader, error)

func (*AzureObjectStorage) PutObject 

func (AzureObjectStorage *AzureObjectStorage) PutObject(ctx context.Context, bucketName, objectName string, reader io.Reader, objectSize int64) error

func (*AzureObjectStorage) RemoveObject 

func (AzureObjectStorage *AzureObjectStorage) RemoveObject(ctx context.Context, bucketName, objectName string) error

func (*AzureObjectStorage) StatObject 

func (AzureObjectStorage *AzureObjectStorage) StatObject(ctx context.Context, bucketName, objectName string) (int64, error)

func (*AzureObjectStorage) WalkWithObjects 

func (AzureObjectStorage *AzureObjectStorage) WalkWithObjects(ctx context.Context, bucketName string, prefix string, recursive bool, walkFunc ChunkObjectWalkFunc) error

type BFloat16VectorFieldData 

type BFloat16VectorFieldData struct {
	Data []byte
	Dim  int
}

func (*BFloat16VectorFieldData) AppendDataRows 

func (data *BFloat16VectorFieldData) AppendDataRows(rows interface{}) error

AppendDataRows appends FLATTEN vectors to field data.

func (*BFloat16VectorFieldData) AppendRow 

func (data *BFloat16VectorFieldData) AppendRow(row interface{}) error

func (*BFloat16VectorFieldData) AppendRows 

func (data *BFloat16VectorFieldData) AppendRows(dataRows interface{}, validDataRows interface{}) error

AppendDataRows appends FLATTEN vectors to field data.

func (*BFloat16VectorFieldData) AppendValidDataRows 

func (data *BFloat16VectorFieldData) AppendValidDataRows(rows interface{}) error

AppendValidDataRows appends FLATTEN vectors to field data.

func (*BFloat16VectorFieldData) GetDataRows 

func (data *BFloat16VectorFieldData) GetDataRows() any

func (*BFloat16VectorFieldData) GetDataType 

func (data *BFloat16VectorFieldData) GetDataType() schemapb.DataType

func (*BFloat16VectorFieldData) GetMemorySize 

func (data *BFloat16VectorFieldData) GetMemorySize() int

func (*BFloat16VectorFieldData) GetNullable 

func (data *BFloat16VectorFieldData) GetNullable() bool

func (*BFloat16VectorFieldData) GetRow 

func (data *BFloat16VectorFieldData) GetRow(i int) interface{}

func (*BFloat16VectorFieldData) GetRowSize 

func (data *BFloat16VectorFieldData) GetRowSize(i int) int

func (*BFloat16VectorFieldData) RowNum 

func (data *BFloat16VectorFieldData) RowNum() int

type BM25Stats 

type BM25Stats struct {
	// contains filtered or unexported fields
}

func NewBM25Stats 

func NewBM25Stats() *BM25Stats

func NewBM25StatsWithBytes 

func NewBM25StatsWithBytes(bytes []byte) (*BM25Stats, error)

func (*BM25Stats) Append 

func (m *BM25Stats) Append(rows ...map[uint32]float32)

func (*BM25Stats) AppendBytes 

func (m *BM25Stats) AppendBytes(datas ...[]byte)

Update BM25Stats by sparse vector bytes

func (*BM25Stats) AppendFieldData 

func (m *BM25Stats) AppendFieldData(datas ...*SparseFloatVectorFieldData)

func (*BM25Stats) BuildIDF 

func (m *BM25Stats) BuildIDF(tf []byte) (idf []byte)

func (*BM25Stats) Clone 

func (m *BM25Stats) Clone() *BM25Stats

func (*BM25Stats) Deserialize 

func (m *BM25Stats) Deserialize(bs []byte) error

func (*BM25Stats) GetAvgdl 

func (m *BM25Stats) GetAvgdl() float64

func (*BM25Stats) Merge 

func (m *BM25Stats) Merge(meta *BM25Stats)

func (*BM25Stats) Minus 

func (m *BM25Stats) Minus(meta *BM25Stats)

func (*BM25Stats) NumRow 

func (m *BM25Stats) NumRow() int64

func (*BM25Stats) NumToken 

func (m *BM25Stats) NumToken() int64

func (*BM25Stats) Serialize 

func (m *BM25Stats) Serialize() ([]byte, error)

type BatchLocationsCache 

type BatchLocationsCache struct {
	// contains filtered or unexported fields
}

func NewBatchLocationsCache 

func NewBatchLocationsCache(pks []PrimaryKey) *BatchLocationsCache

func (*BatchLocationsCache) Locations 

func (lc *BatchLocationsCache) Locations(k uint, bfType bloomfilter.BFType) [][]uint64

func (*BatchLocationsCache) PKs 

func (lc *BatchLocationsCache) PKs() []PrimaryKey

func (*BatchLocationsCache) Size 

func (lc *BatchLocationsCache) Size() int

type BinaryVectorFieldData 

type BinaryVectorFieldData struct {
	Data []byte
	Dim  int
}

func (*BinaryVectorFieldData) AppendDataRows 

func (data *BinaryVectorFieldData) AppendDataRows(rows interface{}) error

AppendDataRows appends FLATTEN vectors to field data.

func (*BinaryVectorFieldData) AppendRow 

func (data *BinaryVectorFieldData) AppendRow(row interface{}) error

func (*BinaryVectorFieldData) AppendRows 

func (data *BinaryVectorFieldData) AppendRows(dataRows interface{}, validDataRows interface{}) error

AppendDataRows appends FLATTEN vectors to field data.

func (*BinaryVectorFieldData) AppendValidDataRows 

func (data *BinaryVectorFieldData) AppendValidDataRows(rows interface{}) error

AppendValidDataRows appends FLATTEN vectors to field data.

func (*BinaryVectorFieldData) GetDataRows 

func (data *BinaryVectorFieldData) GetDataRows() any

func (*BinaryVectorFieldData) GetDataType 

func (data *BinaryVectorFieldData) GetDataType() schemapb.DataType

func (*BinaryVectorFieldData) GetMemorySize 

func (data *BinaryVectorFieldData) GetMemorySize() int

func (*BinaryVectorFieldData) GetNullable 

func (data *BinaryVectorFieldData) GetNullable() bool

func (*BinaryVectorFieldData) GetRow 

func (data *BinaryVectorFieldData) GetRow(i int) any

func (*BinaryVectorFieldData) GetRowSize 

func (data *BinaryVectorFieldData) GetRowSize(i int) int

func (*BinaryVectorFieldData) RowNum 

func (data *BinaryVectorFieldData) RowNum() int

type BinlogReader 

type BinlogReader struct {
	// contains filtered or unexported fields
}

BinlogReader is an object to read binlog file. Binlog file's format can be found in design docs.

func NewBinlogReader 

func NewBinlogReader(data []byte) (*BinlogReader, error)

NewBinlogReader creates binlogReader to read binlog file.

func (*BinlogReader) Close 

func (reader *BinlogReader) Close()

Close closes the BinlogReader object. It mainly calls the Close method of the internal events, reclaims resources, and marks itself as closed.

func (*BinlogReader) GetMemoryUsageInBytes 

func (event *BinlogReader) GetMemoryUsageInBytes() int32

GetMemoryUsageInBytes returns descriptor Event memory usage in bytes

func (*BinlogReader) NextEventReader 

func (reader *BinlogReader) NextEventReader() (*EventReader, error)

NextEventReader iters all events reader to read the binlog file.

func (*BinlogReader) Write 

func (event *BinlogReader) Write(buffer io.Writer) error

Write writes descriptor event into buffer

type BinlogStreamWriter 

type BinlogStreamWriter struct {
	// contains filtered or unexported fields
}

func (*BinlogStreamWriter) Finalize 

func (bsw *BinlogStreamWriter) Finalize() (*Blob, error)

func (*BinlogStreamWriter) GetRecordWriter 

func (bsw *BinlogStreamWriter) GetRecordWriter() (RecordWriter, error)

type BinlogType 

type BinlogType int32

BinlogType is to distinguish different files saving different data. 

const (
	// InsertBinlog BinlogType for insert data
	InsertBinlog BinlogType = iota
	// DeleteBinlog BinlogType for delete data
	DeleteBinlog
	// DDLBinlog BinlogType for DDL
	DDLBinlog
	// IndexFileBinlog BinlogType for index
	IndexFileBinlog
	// StatsBinlog BinlogType for stats data
	StatsBinlog
	// BM25 BinlogType for bm25 stats data
	BM25Binlog
)

type Blob 

type Blob struct {
	Key        string
	Value      []byte
	MemorySize int64
	RowNum     int64
}

Blob is a pack of key&value

func (Blob) GetKey 

func (b Blob) GetKey() string

GetKey returns the key of blob

func (Blob) GetMemorySize 

func (b Blob) GetMemorySize() int64

GetMemorySize returns the memory size of blob

func (Blob) GetValue 

func (b Blob) GetValue() []byte

GetValue returns the value of blob

type BlobInfo 

type BlobInfo struct {
	Length int
}

TODO: fill it info for each blob

type BlobList 

type BlobList []*Blob

BlobList implements sort.Interface for a list of Blob

func (BlobList) Len 

func (s BlobList) Len() int

Len implements Len in sort.Interface

func (BlobList) Less 

func (s BlobList) Less(i, j int) bool

Less implements Less in sort.Interface

func (BlobList) Swap 

func (s BlobList) Swap(i, j int)

Swap implements Swap in sort.Interface

type BlobReader 

type BlobReader struct {
	// contains filtered or unexported fields
}

BlobReader is implemented because Azure's stream body does not have ReadAt and Seek interfaces. BlobReader is not concurrency safe.

func NewBlobReader 

func NewBlobReader(client *blockblob.Client, offset int64) (*BlobReader, error)

func (*BlobReader) Close 

func (b *BlobReader) Close() error

func (*BlobReader) Read 

func (b *BlobReader) Read(p []byte) (n int, err error)

func (*BlobReader) ReadAt 

func (b *BlobReader) ReadAt(p []byte, off int64) (n int, err error)

func (*BlobReader) Seek 

func (b *BlobReader) Seek(offset int64, whence int) (int64, error)

type BoolFieldData 

type BoolFieldData struct {
	Data      []bool
	ValidData []bool
	Nullable  bool
}

func (*BoolFieldData) AppendDataRows 

func (data *BoolFieldData) AppendDataRows(rows interface{}) error

func (*BoolFieldData) AppendRow 

func (data *BoolFieldData) AppendRow(row interface{}) error

AppendRow implements FieldData.AppendRow

func (*BoolFieldData) AppendRows 

func (data *BoolFieldData) AppendRows(dataRows interface{}, validDataRows interface{}) error

func (*BoolFieldData) AppendValidDataRows 

func (data *BoolFieldData) AppendValidDataRows(rows interface{}) error

func (*BoolFieldData) GetDataRows 

func (data *BoolFieldData) GetDataRows() any

func (*BoolFieldData) GetDataType 

func (data *BoolFieldData) GetDataType() schemapb.DataType

GetDataType implements FieldData.GetDataType

func (*BoolFieldData) GetMemorySize 

func (data *BoolFieldData) GetMemorySize() int

GetMemorySize implements FieldData.GetMemorySize

func (*BoolFieldData) GetNullable 

func (data *BoolFieldData) GetNullable() bool

func (*BoolFieldData) GetRow 

func (data *BoolFieldData) GetRow(i int) any

GetRow implements FieldData.GetRow

func (*BoolFieldData) GetRowSize 

func (data *BoolFieldData) GetRowSize(i int) int

func (*BoolFieldData) RowNum 

func (data *BoolFieldData) RowNum() int

RowNum implements FieldData.RowNum

type ChunkManager 

type ChunkManager interface {
	// RootPath returns current root path.
	RootPath() string
	// Path returns path of @filePath.
	Path(ctx context.Context, filePath string) (string, error)
	// Size returns path of @filePath.
	Size(ctx context.Context, filePath string) (int64, error)
	// Write writes @content to @filePath.
	Write(ctx context.Context, filePath string, content []byte) error
	// MultiWrite writes multi @content to @filePath.
	MultiWrite(ctx context.Context, contents map[string][]byte) error
	// Exist returns true if @filePath exists.
	Exist(ctx context.Context, filePath string) (bool, error)
	// Read reads @filePath and returns content.
	Read(ctx context.Context, filePath string) ([]byte, error)
	// Reader return a reader for @filePath
	Reader(ctx context.Context, filePath string) (FileReader, error)
	// MultiRead reads @filePath and returns content.
	MultiRead(ctx context.Context, filePaths []string) ([][]byte, error)
	// WalkWithPrefix list files with same @prefix and call @walkFunc for each file.
	// 1. walkFunc return false or reach the last object, WalkWithPrefix will stop and return nil.
	// 2. underlying walking failed or context canceled, WalkWithPrefix will stop and return a error.
	WalkWithPrefix(ctx context.Context, prefix string, recursive bool, walkFunc ChunkObjectWalkFunc) error
	Mmap(ctx context.Context, filePath string) (*mmap.ReaderAt, error)
	// ReadAt reads @filePath by offset @off, content stored in @p, return @n as the number of bytes read.
	// if all bytes are read, @err is io.EOF.
	// return other error if read failed.
	ReadAt(ctx context.Context, filePath string, off int64, length int64) (p []byte, err error)
	// Remove delete @filePath.
	Remove(ctx context.Context, filePath string) error
	// MultiRemove delete @filePaths.
	MultiRemove(ctx context.Context, filePaths []string) error
	// RemoveWithPrefix remove files with same @prefix.
	RemoveWithPrefix(ctx context.Context, prefix string) error
}

ChunkManager is to manager chunks. Include Read, Write, Remove chunks.

type ChunkManagerFactory 

type ChunkManagerFactory struct {
	// contains filtered or unexported fields
}

func NewChunkManagerFactory 

func NewChunkManagerFactory(persistentStorage string, opts ...Option) *ChunkManagerFactory

func NewChunkManagerFactoryWithParam 

func NewChunkManagerFactoryWithParam(params *paramtable.ComponentParam) *ChunkManagerFactory

func NewTestChunkManagerFactory 

func NewTestChunkManagerFactory(params *paramtable.ComponentParam, rootPath string) *ChunkManagerFactory

func (*ChunkManagerFactory) NewPersistentStorageChunkManager 

func (f *ChunkManagerFactory) NewPersistentStorageChunkManager(ctx context.Context) (ChunkManager, error)

type ChunkObjectInfo 

type ChunkObjectInfo struct {
	FilePath   string
	ModifyTime time.Time
}

ChunkObjectInfo is to store object info.

type ChunkObjectWalkFunc 

type ChunkObjectWalkFunc func(chunkObjectInfo *ChunkObjectInfo) bool

ChunkObjectWalkFunc is the callback function for walking objects. If return false, WalkWithObjects will stop. Otherwise, WalkWithObjects will continue until reach the last object.

type CompositeBinlogRecordReader 

type CompositeBinlogRecordReader struct {
	// contains filtered or unexported fields
}

func NewCompositeBinlogRecordReader 

func NewCompositeBinlogRecordReader(blobs []*Blob) (*CompositeBinlogRecordReader, error)

func (*CompositeBinlogRecordReader) Close 

func (crr *CompositeBinlogRecordReader) Close()

func (*CompositeBinlogRecordReader) Next 

func (crr *CompositeBinlogRecordReader) Next() error

func (*CompositeBinlogRecordReader) Record 

func (crr *CompositeBinlogRecordReader) Record() Record

type CompositeRecordWriter 

type CompositeRecordWriter struct {
	// contains filtered or unexported fields
}

func NewCompositeRecordWriter 

func NewCompositeRecordWriter(writers map[FieldID]RecordWriter) *CompositeRecordWriter

func (*CompositeRecordWriter) Close 

func (crw *CompositeRecordWriter) Close()

func (*CompositeRecordWriter) GetWrittenUncompressed 

func (crw *CompositeRecordWriter) GetWrittenUncompressed() uint64

func (*CompositeRecordWriter) Write 

func (crw *CompositeRecordWriter) Write(r Record) error

type DDLBinlogWriter 

type DDLBinlogWriter struct {
	// contains filtered or unexported fields
}

DDLBinlogWriter is an object to write binlog file which saves ddl information.

func NewDDLBinlogWriter 

func NewDDLBinlogWriter(dataType schemapb.DataType, collectionID int64) *DDLBinlogWriter

NewDDLBinlogWriter creates DDLBinlogWriter to write binlog file.

func (*DDLBinlogWriter) Close 

func (writer *DDLBinlogWriter) Close()

func (*DDLBinlogWriter) Finish 

func (writer *DDLBinlogWriter) Finish() error

Finish allocates buffer and releases resource

func (*DDLBinlogWriter) GetBinlogType 

func (writer *DDLBinlogWriter) GetBinlogType() BinlogType

GetBinlogType returns writer's binlogType

func (*DDLBinlogWriter) GetBuffer 

func (writer *DDLBinlogWriter) GetBuffer() ([]byte, error)

GetBuffer gets binlog buffer. Return nil if binlog is not finished yet.

func (*DDLBinlogWriter) GetEventNums 

func (writer *DDLBinlogWriter) GetEventNums() int32

GetEventNums returns the number of event writers

func (*DDLBinlogWriter) GetRowNums 

func (writer *DDLBinlogWriter) GetRowNums() (int32, error)

GetRowNums returns writer's number of rows

func (*DDLBinlogWriter) NextCreateCollectionEventWriter 

func (writer *DDLBinlogWriter) NextCreateCollectionEventWriter() (*createCollectionEventWriter, error)

NextCreateCollectionEventWriter returns an event writer to write CreateCollection information to an event.

func (*DDLBinlogWriter) NextCreatePartitionEventWriter 

func (writer *DDLBinlogWriter) NextCreatePartitionEventWriter() (*createPartitionEventWriter, error)

NextCreatePartitionEventWriter returns an event writer to write CreatePartition information to an event.

func (*DDLBinlogWriter) NextDropCollectionEventWriter 

func (writer *DDLBinlogWriter) NextDropCollectionEventWriter() (*dropCollectionEventWriter, error)

NextDropCollectionEventWriter returns an event writer to write DropCollection information to an event.

func (*DDLBinlogWriter) NextDropPartitionEventWriter 

func (writer *DDLBinlogWriter) NextDropPartitionEventWriter() (*dropPartitionEventWriter, error)

NextDropPartitionEventWriter returns an event writer to write DropPartition information to an event.

type DataDefinitionCodec 

type DataDefinitionCodec struct {
	// contains filtered or unexported fields
}

DataDefinitionCodec serializes and deserializes the data definition Blob key example: ${tenant}/data_definition_log/${collection_id}/ts/${log_idx} ${tenant}/data_definition_log/${collection_id}/ddl/${log_idx}

func NewDataDefinitionCodec 

func NewDataDefinitionCodec(collectionID int64) *DataDefinitionCodec

NewDataDefinitionCodec is constructor for DataDefinitionCodec

func (*DataDefinitionCodec) Deserialize 

func (dataDefinitionCodec *DataDefinitionCodec) Deserialize(blobs []*Blob) (ts []Timestamp, ddRequests []string, err error)

Deserialize transfer blob back to data definition data. From schema, it get all fields. It will sort blob by blob key for blob logid is increasing by time. For each field, it will create a binlog reader, and read all event to the buffer. It returns origin @ts and @ddRequests in the end.

func (*DataDefinitionCodec) Serialize 

func (dataDefinitionCodec *DataDefinitionCodec) Serialize(ts []Timestamp, ddRequests []string, eventTypes []EventTypeCode) ([]*Blob, error)

Serialize transfer @ts and @ddRequsts to blob. From schema, it get all fields. For each field, it will create a binlog writer, and write specific event according to the dataDefinition type. It returns blobs in the end.

type DataSet 

type DataSet[T any, E interface {
	ReadBatch(int64, []T, []int16, []int16) (int64, int, error)
}] struct {
	// contains filtered or unexported fields
}

func NewDataSet 

func NewDataSet[T any, E interface {
	ReadBatch(int64, []T, []int16, []int16) (int64, int, error)
}](reader *file.Reader, columnIdx int, numRows int64) *DataSet[T, E]

func (*DataSet[T, E]) HasNext 

func (s *DataSet[T, E]) HasNext() bool

func (*DataSet[T, E]) NextBatch 

func (s *DataSet[T, E]) NextBatch(batch int64) ([]T, error)

type DataSorter 

type DataSorter struct {
	InsertCodec *InsertCodec
	InsertData  *InsertData
}

DataSorter sorts insert data

func (*DataSorter) Len 

func (ds *DataSorter) Len() int

Len returns length of the insert data

func (*DataSorter) Less 

func (ds *DataSorter) Less(i, j int) bool

Less returns whether i-th entry is less than j-th entry, using ID field comparison result

func (*DataSorter) Swap 

func (ds *DataSorter) Swap(i, j int)

Swap swaps each field's i-th and j-th element

type DeleteBinlogWriter 

type DeleteBinlogWriter struct {
	// contains filtered or unexported fields
}

DeleteBinlogWriter is an object to write binlog file which saves delete data.

func NewDeleteBinlogWriter 

func NewDeleteBinlogWriter(dataType schemapb.DataType, collectionID, partitionID, segmentID int64) *DeleteBinlogWriter

NewDeleteBinlogWriter creates DeleteBinlogWriter to write binlog file.

func (*DeleteBinlogWriter) Close 

func (writer *DeleteBinlogWriter) Close()

func (*DeleteBinlogWriter) Finish 

func (writer *DeleteBinlogWriter) Finish() error

Finish allocates buffer and releases resource

func (*DeleteBinlogWriter) GetBinlogType 

func (writer *DeleteBinlogWriter) GetBinlogType() BinlogType

GetBinlogType returns writer's binlogType

func (*DeleteBinlogWriter) GetBuffer 

func (writer *DeleteBinlogWriter) GetBuffer() ([]byte, error)

GetBuffer gets binlog buffer. Return nil if binlog is not finished yet.

func (*DeleteBinlogWriter) GetEventNums 

func (writer *DeleteBinlogWriter) GetEventNums() int32

GetEventNums returns the number of event writers

func (*DeleteBinlogWriter) GetRowNums 

func (writer *DeleteBinlogWriter) GetRowNums() (int32, error)

GetRowNums returns writer's number of rows

func (*DeleteBinlogWriter) NextDeleteEventWriter 

func (writer *DeleteBinlogWriter) NextDeleteEventWriter(opts ...PayloadWriterOptions) (*deleteEventWriter, error)

NextDeleteEventWriter returns an event writer to write delete data to an event.

type DeleteCodec 

type DeleteCodec struct{}

DeleteCodec serializes and deserializes the delete data

func NewDeleteCodec 

func NewDeleteCodec() *DeleteCodec

NewDeleteCodec returns a DeleteCodec

func (*DeleteCodec) Deserialize 

func (deleteCodec *DeleteCodec) Deserialize(blobs []*Blob) (partitionID UniqueID, segmentID UniqueID, data *DeltaData, err error)

Deserialize deserializes the deltalog blobs into DeleteData

func (*DeleteCodec) Serialize 

func (deleteCodec *DeleteCodec) Serialize(collectionID UniqueID, partitionID UniqueID, segmentID UniqueID, data *DeleteData) (*Blob, error)

Serialize transfer delete data to blob. . For each delete message, it will save "pk,ts" string to binlog.

type DeleteData 

type DeleteData struct {
	Pks      []PrimaryKey // primary keys
	Tss      []Timestamp  // timestamps
	RowCount int64
	// contains filtered or unexported fields
}

DeleteData saves each entity delete message represented as <primarykey,timestamp> map. timestamp represents the time when this instance was deleted

func NewDeleteData 

func NewDeleteData(pks []PrimaryKey, tss []Timestamp) *DeleteData

func (*DeleteData) Append 

func (data *DeleteData) Append(pk PrimaryKey, ts Timestamp)

Append append 1 pk&ts pair to DeleteData

func (*DeleteData) AppendBatch 

func (data *DeleteData) AppendBatch(pks []PrimaryKey, tss []Timestamp)

Append append 1 pk&ts pair to DeleteData

func (*DeleteData) Merge 

func (data *DeleteData) Merge(other *DeleteData)

func (*DeleteData) Size 

func (data *DeleteData) Size() int64

type DeleteLog 

type DeleteLog struct {
	Pk     PrimaryKey `json:"pk"`
	Ts     uint64     `json:"ts"`
	PkType int64      `json:"pkType"`
}

func NewDeleteLog 

func NewDeleteLog(pk PrimaryKey, ts Timestamp) *DeleteLog

func (*DeleteLog) Parse 

func (dl *DeleteLog) Parse(val string) error

Parse tries to parse string format delete log it try json first then use "," split int,ts format

func (*DeleteLog) UnmarshalJSON 

func (dl *DeleteLog) UnmarshalJSON(data []byte) error

type DeltaData 

type DeltaData struct {
	// contains filtered or unexported fields
}

DeltaData stores delta data currently only delete tuples are stored

func NewDeltaData 

func NewDeltaData(cap int64) *DeltaData

func NewDeltaDataWithPkType 

func NewDeltaDataWithPkType(cap int64, pkType schemapb.DataType) (*DeltaData, error)

func (*DeltaData) Append 

func (dd *DeltaData) Append(pk PrimaryKey, ts Timestamp) error

func (*DeltaData) DeletePks 

func (dd *DeltaData) DeletePks() PrimaryKeys

func (*DeltaData) DeleteRowCount 

func (dd *DeltaData) DeleteRowCount() int64

func (*DeltaData) DeleteTimestamps 

func (dd *DeltaData) DeleteTimestamps() []Timestamp

func (*DeltaData) MemSize 

func (dd *DeltaData) MemSize() int64

func (*DeltaData) PkType 

func (dd *DeltaData) PkType() schemapb.DataType

type DeltalogStreamWriter 

type DeltalogStreamWriter struct {
	// contains filtered or unexported fields
}

func (*DeltalogStreamWriter) Finalize 

func (dsw *DeltalogStreamWriter) Finalize() (*Blob, error)

func (*DeltalogStreamWriter) GetRecordWriter 

func (dsw *DeltalogStreamWriter) GetRecordWriter() (RecordWriter, error)

type DescriptorEventDataFixPart 

type DescriptorEventDataFixPart struct {
	CollectionID    int64
	PartitionID     int64
	SegmentID       int64
	FieldID         int64
	StartTimestamp  typeutil.Timestamp
	EndTimestamp    typeutil.Timestamp
	PayloadDataType schemapb.DataType
}

DescriptorEventDataFixPart is a memory struct saves events' DescriptorEventData.

type DeserializeReader 

type DeserializeReader[T any] struct {
	// contains filtered or unexported fields
}

func CreateDeltalogReader 

func CreateDeltalogReader(blobs []*Blob) (*DeserializeReader[*DeleteLog], error)

func NewBinlogDeserializeReader 

func NewBinlogDeserializeReader(blobs []*Blob, PKfieldID UniqueID) (*DeserializeReader[*Value], error)

func NewDeserializeReader 

func NewDeserializeReader[T any](rr RecordReader, deserializer Deserializer[T]) *DeserializeReader[T]

func (*DeserializeReader[T]) Close 

func (deser *DeserializeReader[T]) Close()

func (*DeserializeReader[T]) Next 

func (deser *DeserializeReader[T]) Next() error

Iterate to next value, return error or EOF if no more value.

func (*DeserializeReader[T]) NextRecord 

func (deser *DeserializeReader[T]) NextRecord() (Record, error)

func (*DeserializeReader[T]) Value 

func (deser *DeserializeReader[T]) Value() T

type Deserializer 

type Deserializer[T any] func(Record, []T) error

type DoubleFieldData 

type DoubleFieldData struct {
	Data      []float64
	ValidData []bool
	Nullable  bool
}

func (*DoubleFieldData) AppendDataRows 

func (data *DoubleFieldData) AppendDataRows(rows interface{}) error

func (*DoubleFieldData) AppendRow 

func (data *DoubleFieldData) AppendRow(row interface{}) error

func (*DoubleFieldData) AppendRows 

func (data *DoubleFieldData) AppendRows(dataRows interface{}, validDataRows interface{}) error

func (*DoubleFieldData) AppendValidDataRows 

func (data *DoubleFieldData) AppendValidDataRows(rows interface{}) error

func (*DoubleFieldData) GetDataRows 

func (data *DoubleFieldData) GetDataRows() any

func (*DoubleFieldData) GetDataType 

func (data *DoubleFieldData) GetDataType() schemapb.DataType

func (*DoubleFieldData) GetMemorySize 

func (data *DoubleFieldData) GetMemorySize() int

func (*DoubleFieldData) GetNullable 

func (data *DoubleFieldData) GetNullable() bool

func (*DoubleFieldData) GetRow 

func (data *DoubleFieldData) GetRow(i int) any

func (*DoubleFieldData) GetRowSize 

func (data *DoubleFieldData) GetRowSize(i int) int

func (*DoubleFieldData) RowNum 

func (data *DoubleFieldData) RowNum() int

type DoubleFieldValue 

type DoubleFieldValue struct {
	Value float64 `json:"value"`
}

DataType_Double

func NewDoubleFieldValue 

func NewDoubleFieldValue(v float64) *DoubleFieldValue

func (*DoubleFieldValue) EQ 

func (ifv *DoubleFieldValue) EQ(obj ScalarFieldValue) bool

func (*DoubleFieldValue) GE 

func (ifv *DoubleFieldValue) GE(obj ScalarFieldValue) bool

func (*DoubleFieldValue) GT 

func (ifv *DoubleFieldValue) GT(obj ScalarFieldValue) bool

func (*DoubleFieldValue) GetValue 

func (ifv *DoubleFieldValue) GetValue() interface{}

func (*DoubleFieldValue) LE 

func (ifv *DoubleFieldValue) LE(obj ScalarFieldValue) bool

func (*DoubleFieldValue) LT 

func (ifv *DoubleFieldValue) LT(obj ScalarFieldValue) bool

func (*DoubleFieldValue) MarshalJSON 

func (ifv *DoubleFieldValue) MarshalJSON() ([]byte, error)

func (*DoubleFieldValue) SetValue 

func (ifv *DoubleFieldValue) SetValue(data interface{}) error

func (*DoubleFieldValue) Size 

func (ifv *DoubleFieldValue) Size() int64

func (*DoubleFieldValue) Type 

func (ifv *DoubleFieldValue) Type() schemapb.DataType

func (*DoubleFieldValue) UnmarshalJSON 

func (ifv *DoubleFieldValue) UnmarshalJSON(data []byte) error

type EventReader 

type EventReader struct {
	PayloadReaderInterface
	// contains filtered or unexported fields
}

EventReader is used to parse the events contained in the Binlog file.

func (*EventReader) Close 

func (reader *EventReader) Close()

Close closes EventReader object. It mainly calls the Close method of inner PayloadReaderInterface and mark itself as closed.

type EventTypeCode 

type EventTypeCode int8

EventTypeCode represents event type by code 

const (
	DescriptorEventType EventTypeCode = iota
	InsertEventType
	DeleteEventType
	CreateCollectionEventType
	DropCollectionEventType
	CreatePartitionEventType
	DropPartitionEventType
	IndexFileEventType
	EventTypeEnd
)

EventTypeCode definitions

func (EventTypeCode) String 

func (code EventTypeCode) String() string

String returns the string representation

type EventWriter 

type EventWriter interface {
	PayloadWriterInterface
	// Finish set meta in header and no data can be added to event writer
	Finish() error
	// Close release resources
	Close()
	// Write serialize to buffer, should call Finish first
	Write(buffer *bytes.Buffer) error
	GetMemoryUsageInBytes() (int32, error)
	SetOffset(offset int32)
}

EventWriter abstracts event writer

type Factory 

type Factory interface {
	NewPersistentStorageChunkManager(ctx context.Context) (ChunkManager, error)
}

type FieldData 

type FieldData interface {
	GetMemorySize() int
	RowNum() int
	GetRow(i int) any
	GetRowSize(i int) int
	GetDataRows() any
	// GetValidDataRows() any
	AppendRow(row interface{}) error
	AppendRows(dataRows interface{}, validDataRows interface{}) error
	AppendDataRows(rows interface{}) error
	AppendValidDataRows(rows interface{}) error
	GetDataType() schemapb.DataType
	GetNullable() bool
}

FieldData defines field data interface

func GetPkFromInsertData 

func GetPkFromInsertData(collSchema *schemapb.CollectionSchema, data *InsertData) (FieldData, error)

TODO: string type.

func NewFieldData 

func NewFieldData(dataType schemapb.DataType, fieldSchema *schemapb.FieldSchema, cap int) (FieldData, error)

type FieldID 

type FieldID = typeutil.UniqueID

FieldID represent the identity number of field in collection and its type is UniqueID

type FieldStats 

type FieldStats struct {
	FieldID   int64                            `json:"fieldID"`
	Type      schemapb.DataType                `json:"type"`
	Max       ScalarFieldValue                 `json:"max"`       // for scalar field
	Min       ScalarFieldValue                 `json:"min"`       // for scalar field
	BFType    bloomfilter.BFType               `json:"bfType"`    // for scalar field
	BF        bloomfilter.BloomFilterInterface `json:"bf"`        // for scalar field
	Centroids []VectorFieldValue               `json:"centroids"` // for vector field
}

FieldStats contains statistics data for any column todo: compatible to PrimaryKeyStats

func DeserializeFieldStats 

func DeserializeFieldStats(blob *Blob) ([]*FieldStats, error)

func NewFieldStats 

func NewFieldStats(fieldID int64, pkType schemapb.DataType, rowNum int64) (*FieldStats, error)

func (*FieldStats) Clone 

func (stats *FieldStats) Clone() FieldStats

func (*FieldStats) SetVectorCentroids 

func (stats *FieldStats) SetVectorCentroids(centroids ...VectorFieldValue)

SetVectorCentroids update centroids value

func (*FieldStats) UnmarshalJSON 

func (stats *FieldStats) UnmarshalJSON(data []byte) error

UnmarshalJSON unmarshal bytes to FieldStats

func (*FieldStats) Update 

func (stats *FieldStats) Update(pk ScalarFieldValue)

func (*FieldStats) UpdateByMsgs 

func (stats *FieldStats) UpdateByMsgs(msgs FieldData)

func (*FieldStats) UpdateMinMax 

func (stats *FieldStats) UpdateMinMax(pk ScalarFieldValue)

UpdateMinMax update min and max value

type FieldStatsReader 

type FieldStatsReader struct {
	// contains filtered or unexported fields
}

FieldStatsReader reads stats

func (*FieldStatsReader) GetFieldStatsList 

func (sr *FieldStatsReader) GetFieldStatsList() ([]*FieldStats, error)

GetFieldStatsList returns buffer as FieldStats

func (*FieldStatsReader) SetBuffer 

func (sr *FieldStatsReader) SetBuffer(buffer []byte)

SetBuffer sets buffer

type FieldStatsWriter 

type FieldStatsWriter struct {
	// contains filtered or unexported fields
}

FieldStatsWriter writes stats to buffer

func (*FieldStatsWriter) GenerateByData 

func (sw *FieldStatsWriter) GenerateByData(fieldID int64, pkType schemapb.DataType, msgs ...FieldData) error

GenerateByData writes data from @msgs with @fieldID to @buffer

func (*FieldStatsWriter) GenerateList 

func (sw *FieldStatsWriter) GenerateList(stats []*FieldStats) error

GenerateList writes Stats slice to buffer

func (*FieldStatsWriter) GetBuffer 

func (sw *FieldStatsWriter) GetBuffer() []byte

GetBuffer returns buffer

type FileReader 

type FileReader interface {
	io.Reader
	io.Closer
	io.ReaderAt
	io.Seeker
}

type Float16VectorFieldData 

type Float16VectorFieldData struct {
	Data []byte
	Dim  int
}

func (*Float16VectorFieldData) AppendDataRows 

func (data *Float16VectorFieldData) AppendDataRows(rows interface{}) error

AppendDataRows appends FLATTEN vectors to field data.

func (*Float16VectorFieldData) AppendRow 

func (data *Float16VectorFieldData) AppendRow(row interface{}) error

func (*Float16VectorFieldData) AppendRows 

func (data *Float16VectorFieldData) AppendRows(dataRows interface{}, validDataRows interface{}) error

AppendDataRows appends FLATTEN vectors to field data.

func (*Float16VectorFieldData) AppendValidDataRows 

func (data *Float16VectorFieldData) AppendValidDataRows(rows interface{}) error

AppendValidDataRows appends FLATTEN vectors to field data.

func (*Float16VectorFieldData) GetDataRows 

func (data *Float16VectorFieldData) GetDataRows() any

func (*Float16VectorFieldData) GetDataType 

func (data *Float16VectorFieldData) GetDataType() schemapb.DataType

func (*Float16VectorFieldData) GetMemorySize 

func (data *Float16VectorFieldData) GetMemorySize() int

func (*Float16VectorFieldData) GetNullable 

func (data *Float16VectorFieldData) GetNullable() bool

func (*Float16VectorFieldData) GetRow 

func (data *Float16VectorFieldData) GetRow(i int) interface{}

func (*Float16VectorFieldData) GetRowSize 

func (data *Float16VectorFieldData) GetRowSize(i int) int

func (*Float16VectorFieldData) RowNum 

func (data *Float16VectorFieldData) RowNum() int

type FloatFieldData 

type FloatFieldData struct {
	Data      []float32
	ValidData []bool
	Nullable  bool
}

func (*FloatFieldData) AppendDataRows 

func (data *FloatFieldData) AppendDataRows(rows interface{}) error

func (*FloatFieldData) AppendRow 

func (data *FloatFieldData) AppendRow(row interface{}) error

func (*FloatFieldData) AppendRows 

func (data *FloatFieldData) AppendRows(dataRows interface{}, validDataRows interface{}) error

func (*FloatFieldData) AppendValidDataRows 

func (data *FloatFieldData) AppendValidDataRows(rows interface{}) error

func (*FloatFieldData) GetDataRows 

func (data *FloatFieldData) GetDataRows() any

func (*FloatFieldData) GetDataType 

func (data *FloatFieldData) GetDataType() schemapb.DataType

func (*FloatFieldData) GetMemorySize 

func (data *FloatFieldData) GetMemorySize() int

func (*FloatFieldData) GetNullable 

func (data *FloatFieldData) GetNullable() bool

func (*FloatFieldData) GetRow 

func (data *FloatFieldData) GetRow(i int) any

func (*FloatFieldData) GetRowSize 

func (data *FloatFieldData) GetRowSize(i int) int

func (*FloatFieldData) RowNum 

func (data *FloatFieldData) RowNum() int

type FloatFieldValue 

type FloatFieldValue struct {
	Value float32 `json:"value"`
}

DataType_Float

func NewFloatFieldValue 

func NewFloatFieldValue(v float32) *FloatFieldValue

func (*FloatFieldValue) EQ 

func (ifv *FloatFieldValue) EQ(obj ScalarFieldValue) bool

func (*FloatFieldValue) GE 

func (ifv *FloatFieldValue) GE(obj ScalarFieldValue) bool

func (*FloatFieldValue) GT 

func (ifv *FloatFieldValue) GT(obj ScalarFieldValue) bool

func (*FloatFieldValue) GetValue 

func (ifv *FloatFieldValue) GetValue() interface{}

func (*FloatFieldValue) LE 

func (ifv *FloatFieldValue) LE(obj ScalarFieldValue) bool

func (*FloatFieldValue) LT 

func (ifv *FloatFieldValue) LT(obj ScalarFieldValue) bool

func (*FloatFieldValue) MarshalJSON 

func (ifv *FloatFieldValue) MarshalJSON() ([]byte, error)

func (*FloatFieldValue) SetValue 

func (ifv *FloatFieldValue) SetValue(data interface{}) error

func (*FloatFieldValue) Size 

func (ifv *FloatFieldValue) Size() int64

func (*FloatFieldValue) Type 

func (ifv *FloatFieldValue) Type() schemapb.DataType

func (*FloatFieldValue) UnmarshalJSON 

func (ifv *FloatFieldValue) UnmarshalJSON(data []byte) error

type FloatVectorFieldData 

type FloatVectorFieldData struct {
	Data []float32
	Dim  int
}

func (*FloatVectorFieldData) AppendDataRows 

func (data *FloatVectorFieldData) AppendDataRows(rows interface{}) error

AppendDataRows appends FLATTEN vectors to field data.

func (*FloatVectorFieldData) AppendRow 

func (data *FloatVectorFieldData) AppendRow(row interface{}) error

func (*FloatVectorFieldData) AppendRows 

func (data *FloatVectorFieldData) AppendRows(dataRows interface{}, validDataRows interface{}) error

AppendDataRows appends FLATTEN vectors to field data.

func (*FloatVectorFieldData) AppendValidDataRows 

func (data *FloatVectorFieldData) AppendValidDataRows(rows interface{}) error

AppendValidDataRows appends FLATTEN vectors to field data.

func (*FloatVectorFieldData) GetDataRows 

func (data *FloatVectorFieldData) GetDataRows() any

func (*FloatVectorFieldData) GetDataType 

func (data *FloatVectorFieldData) GetDataType() schemapb.DataType

func (*FloatVectorFieldData) GetMemorySize 

func (data *FloatVectorFieldData) GetMemorySize() int

func (*FloatVectorFieldData) GetNullable 

func (data *FloatVectorFieldData) GetNullable() bool

func (*FloatVectorFieldData) GetRow 

func (data *FloatVectorFieldData) GetRow(i int) interface{}

func (*FloatVectorFieldData) GetRowSize 

func (data *FloatVectorFieldData) GetRowSize(i int) int

func (*FloatVectorFieldData) RowNum 

func (data *FloatVectorFieldData) RowNum() int

type FloatVectorFieldValue 

type FloatVectorFieldValue struct {
	Value []float32 `json:"value"`
}

func NewFloatVectorFieldValue 

func NewFloatVectorFieldValue(v []float32) *FloatVectorFieldValue

func (*FloatVectorFieldValue) GetValue 

func (ifv *FloatVectorFieldValue) GetValue() interface{}

func (*FloatVectorFieldValue) MarshalJSON 

func (ifv *FloatVectorFieldValue) MarshalJSON() ([]byte, error)

func (*FloatVectorFieldValue) SetValue 

func (ifv *FloatVectorFieldValue) SetValue(data interface{}) error

func (*FloatVectorFieldValue) Size 

func (ifv *FloatVectorFieldValue) Size() int64

func (*FloatVectorFieldValue) Type 

func (ifv *FloatVectorFieldValue) Type() schemapb.DataType

func (*FloatVectorFieldValue) UnmarshalJSON 

func (ifv *FloatVectorFieldValue) UnmarshalJSON(data []byte) error

type GcpNativeObjectStorage 

type GcpNativeObjectStorage struct {
	// contains filtered or unexported fields
}

func (*GcpNativeObjectStorage) DeleteBucket 

func (gcs *GcpNativeObjectStorage) DeleteBucket(ctx context.Context, bucketName string) error

func (*GcpNativeObjectStorage) GetObject 

func (gcs *GcpNativeObjectStorage) GetObject(ctx context.Context, bucketName, objectName string,
	offset int64, size int64,
) (FileReader, error)

func (*GcpNativeObjectStorage) PutObject 

func (gcs *GcpNativeObjectStorage) PutObject(ctx context.Context, bucketName, objectName string,
	reader io.Reader, objectSize int64,
) error

func (*GcpNativeObjectStorage) RemoveObject 

func (gcs *GcpNativeObjectStorage) RemoveObject(ctx context.Context, bucketName, prefix string) error

func (*GcpNativeObjectStorage) StatObject 

func (gcs *GcpNativeObjectStorage) StatObject(ctx context.Context, bucketName,
	objectName string,
) (int64, error)

func (*GcpNativeObjectStorage) WalkWithObjects 

func (gcs *GcpNativeObjectStorage) WalkWithObjects(ctx context.Context,
	bucketName string, prefix string, recursive bool, walkFunc ChunkObjectWalkFunc,
) error

type GcsReader 

type GcsReader struct {
	// contains filtered or unexported fields
}

func (*GcsReader) Close 

func (gcsReader *GcsReader) Close() error

func (*GcsReader) Read 

func (gcsReader *GcsReader) Read(p []byte) (n int, err error)

func (*GcsReader) ReadAt 

func (gcsReader *GcsReader) ReadAt(p []byte, off int64) (n int, err error)

func (*GcsReader) Seek 

func (gcsReader *GcsReader) Seek(offset int64, whence int) (int64, error)

type IndexCodec 

type IndexCodec struct{}

IndexCodec can serialize and deserialize index

func NewIndexCodec 

func NewIndexCodec() *IndexCodec

NewIndexCodec creates IndexCodec

func (*IndexCodec) Deserialize 

func (indexCodec *IndexCodec) Deserialize(blobs []*Blob) ([]*Blob, map[string]string, string, UniqueID, error)

Deserialize deserializes index

func (*IndexCodec) Serialize 

func (indexCodec *IndexCodec) Serialize(blobs []*Blob, params map[string]string, indexName string, indexID UniqueID) ([]*Blob, error)

Serialize serializes index

type IndexFileBinlogCodec 

type IndexFileBinlogCodec struct{}

func NewIndexFileBinlogCodec 

func NewIndexFileBinlogCodec() *IndexFileBinlogCodec

NewIndexFileBinlogCodec is constructor for IndexFileBinlogCodec

func (*IndexFileBinlogCodec) Deserialize 

func (codec *IndexFileBinlogCodec) Deserialize(blobs []*Blob) (
	datas []*Blob,
	indexParams map[string]string,
	indexName string,
	indexID UniqueID,
	err error,
)

func (*IndexFileBinlogCodec) DeserializeImpl 

func (codec *IndexFileBinlogCodec) DeserializeImpl(blobs []*Blob) (
	indexBuildID UniqueID,
	version int64,
	collectionID UniqueID,
	partitionID UniqueID,
	segmentID UniqueID,
	fieldID UniqueID,
	indexParams map[string]string,
	indexName string,
	indexID UniqueID,
	datas []*Blob,
	err error,
)

func (*IndexFileBinlogCodec) Serialize 

func (codec *IndexFileBinlogCodec) Serialize(
	indexBuildID UniqueID,
	version int64,
	collectionID UniqueID,
	partitionID UniqueID,
	segmentID UniqueID,
	fieldID UniqueID,
	indexParams map[string]string,
	indexName string,
	indexID UniqueID,
	datas []*Blob,
) ([]*Blob, error)

Serialize serilizes data as blobs.

func (*IndexFileBinlogCodec) SerializeIndexParams 

func (codec *IndexFileBinlogCodec) SerializeIndexParams(
	indexBuildID UniqueID,
	version int64,
	collectionID UniqueID,
	partitionID UniqueID,
	segmentID UniqueID,
	fieldID UniqueID,
	indexParams map[string]string,
	indexName string,
	indexID UniqueID,
) (*Blob, error)

SerializeIndexParams serilizes index params as blob.

type IndexFileBinlogWriter 

type IndexFileBinlogWriter struct {
	// contains filtered or unexported fields
}

IndexFileBinlogWriter is an object to write binlog file which saves index files

func NewIndexFileBinlogWriter 

func NewIndexFileBinlogWriter(
	indexBuildID UniqueID,
	version int64,
	collectionID UniqueID,
	partitionID UniqueID,
	segmentID UniqueID,
	fieldID UniqueID,
	indexName string,
	indexID UniqueID,
	key string,
) *IndexFileBinlogWriter

NewIndexFileBinlogWriter returns a new IndexFileBinlogWriter with provided parameters

func (*IndexFileBinlogWriter) Close 

func (writer *IndexFileBinlogWriter) Close()

func (*IndexFileBinlogWriter) Finish 

func (writer *IndexFileBinlogWriter) Finish() error

Finish allocates buffer and releases resource

func (*IndexFileBinlogWriter) GetBinlogType 

func (writer *IndexFileBinlogWriter) GetBinlogType() BinlogType

GetBinlogType returns writer's binlogType

func (*IndexFileBinlogWriter) GetBuffer 

func (writer *IndexFileBinlogWriter) GetBuffer() ([]byte, error)

GetBuffer gets binlog buffer. Return nil if binlog is not finished yet.

func (*IndexFileBinlogWriter) GetEventNums 

func (writer *IndexFileBinlogWriter) GetEventNums() int32

GetEventNums returns the number of event writers

func (*IndexFileBinlogWriter) GetRowNums 

func (writer *IndexFileBinlogWriter) GetRowNums() (int32, error)

GetRowNums returns writer's number of rows

func (*IndexFileBinlogWriter) NextIndexFileEventWriter 

func (writer *IndexFileBinlogWriter) NextIndexFileEventWriter() (*indexFileEventWriter, error)

NextIndexFileEventWriter return next available EventWriter

type InsertBinlogIterator 

type InsertBinlogIterator struct {
	PKfieldID int64
	PkType    schemapb.DataType
	// contains filtered or unexported fields
}

InsertBinlogIterator is the iterator of binlog

func NewInsertBinlogIterator deprecated 

func NewInsertBinlogIterator(blobs []*Blob, PKfieldID UniqueID, pkType schemapb.DataType) (*InsertBinlogIterator, error)

NewInsertBinlogIterator creates a new iterator

Deprecated: use storage.NewBinlogDeserializeReader instead

func (*InsertBinlogIterator) Dispose 

func (itr *InsertBinlogIterator) Dispose()

Dispose disposes the iterator

func (*InsertBinlogIterator) HasNext 

func (itr *InsertBinlogIterator) HasNext() bool

HasNext returns true if the iterator have unread record

func (*InsertBinlogIterator) Next 

func (itr *InsertBinlogIterator) Next() (interface{}, error)

Next returns the next record

type InsertBinlogWriter 

type InsertBinlogWriter struct {
	// contains filtered or unexported fields
}

InsertBinlogWriter is an object to write binlog file which saves insert data.

func NewInsertBinlogWriter 

func NewInsertBinlogWriter(dataType schemapb.DataType, collectionID, partitionID, segmentID, FieldID int64, nullable bool) *InsertBinlogWriter

NewInsertBinlogWriter creates InsertBinlogWriter to write binlog file.

func (*InsertBinlogWriter) Close 

func (writer *InsertBinlogWriter) Close()

func (*InsertBinlogWriter) Finish 

func (writer *InsertBinlogWriter) Finish() error

Finish allocates buffer and releases resource

func (*InsertBinlogWriter) GetBinlogType 

func (writer *InsertBinlogWriter) GetBinlogType() BinlogType

GetBinlogType returns writer's binlogType

func (*InsertBinlogWriter) GetBuffer 

func (writer *InsertBinlogWriter) GetBuffer() ([]byte, error)

GetBuffer gets binlog buffer. Return nil if binlog is not finished yet.

func (*InsertBinlogWriter) GetEventNums 

func (writer *InsertBinlogWriter) GetEventNums() int32

GetEventNums returns the number of event writers

func (*InsertBinlogWriter) GetRowNums 

func (writer *InsertBinlogWriter) GetRowNums() (int32, error)

GetRowNums returns writer's number of rows

func (*InsertBinlogWriter) NextInsertEventWriter 

func (writer *InsertBinlogWriter) NextInsertEventWriter(opts ...PayloadWriterOptions) (*insertEventWriter, error)

NextInsertEventWriter returns an event writer to write insert data to an event.

type InsertCodec 

type InsertCodec struct {
	Schema *etcdpb.CollectionMeta
}

InsertCodec serializes and deserializes the insert data Blob key example: ${tenant}/insert_log/${collection_id}/${partition_id}/${segment_id}/${field_id}/${log_idx}

func NewInsertCodec 

func NewInsertCodec() *InsertCodec

NewInsertCodec creates an InsertCodec

func NewInsertCodecWithSchema 

func NewInsertCodecWithSchema(schema *etcdpb.CollectionMeta) *InsertCodec

NewInsertCodecWithSchema creates an InsertCodec with provided collection meta

func (*InsertCodec) Deserialize 

func (insertCodec *InsertCodec) Deserialize(blobs []*Blob) (partitionID UniqueID, segmentID UniqueID, data *InsertData, err error)

Deserialize transfer blob back to insert data. From schema, it get all fields. For each field, it will create a binlog reader, and read all event to the buffer. It returns origin @InsertData in the end.

func (*InsertCodec) DeserializeAll 

func (insertCodec *InsertCodec) DeserializeAll(blobs []*Blob) (
	collectionID UniqueID,
	partitionID UniqueID,
	segmentID UniqueID,
	data *InsertData,
	err error,
)

func (*InsertCodec) DeserializeInto 

func (insertCodec *InsertCodec) DeserializeInto(fieldBinlogs []*Blob, rowNum int, insertData *InsertData) (
	collectionID UniqueID,
	partitionID UniqueID,
	segmentID UniqueID,
	err error,
)

func (*InsertCodec) Serialize 

func (insertCodec *InsertCodec) Serialize(partitionID UniqueID, segmentID UniqueID, data ...*InsertData) ([]*Blob, error)

Serialize transforms insert data to blob. It will sort insert data by timestamp. From schema, it gets all fields. For each field, it will create a binlog writer, and write an event to the binlog. It returns binlog buffer in the end.

func (*InsertCodec) SerializePkStats 

func (insertCodec *InsertCodec) SerializePkStats(stats *PrimaryKeyStats, rowNum int64) (*Blob, error)

Serialize Pk stats log

func (*InsertCodec) SerializePkStatsByData 

func (insertCodec *InsertCodec) SerializePkStatsByData(data *InsertData) (*Blob, error)

Serialize Pk stats log by insert data

func (*InsertCodec) SerializePkStatsList 

func (insertCodec *InsertCodec) SerializePkStatsList(stats []*PrimaryKeyStats, rowNum int64) (*Blob, error)

Serialize Pk stats list to one blob

type InsertData 

type InsertData struct {
	// TODO, data should be zero copy by passing data directly to event reader or change Data to map[FieldID]FieldDataArray
	Data  map[FieldID]FieldData // field id to field data
	Infos []BlobInfo
}

InsertData example row_schema: {float_field, int_field, float_vector_field, string_field} Data {<0, row_id>, <1, timestamp>, <100, float_field>, <101, int_field>, <102, float_vector_field>, <103, string_field>}

system filed id: 0: unique row id 1: timestamp 100: first user field id 101: second user field id 102: ...

func ColumnBasedInsertMsgToInsertData 

func ColumnBasedInsertMsgToInsertData(msg *msgstream.InsertMsg, collSchema *schemapb.CollectionSchema) (idata *InsertData, err error)

ColumnBasedInsertMsgToInsertData converts an InsertMsg msg into InsertData based on provided CollectionSchema collSchema.

This function checks whether all fields are provided in the collSchema.Fields and not function output. If any field is missing in the msg, an error will be returned.

This funcion also checks the length of each column. All columns shall have the same length. Also, the InsertData.Infos shall have BlobInfo with this length returned. When the length is not aligned, an error will be returned.

func InsertMsgToInsertData 

func InsertMsgToInsertData(msg *msgstream.InsertMsg, schema *schemapb.CollectionSchema) (idata *InsertData, err error)

func NewInsertData 

func NewInsertData(schema *schemapb.CollectionSchema) (*InsertData, error)

func NewInsertDataWithCap 

func NewInsertDataWithCap(schema *schemapb.CollectionSchema, cap int, withFunctionOutput bool) (*InsertData, error)

func NewInsertDataWithFunctionOutputField 

func NewInsertDataWithFunctionOutputField(schema *schemapb.CollectionSchema) (*InsertData, error)

func RowBasedInsertMsgToInsertData 

func RowBasedInsertMsgToInsertData(msg *msgstream.InsertMsg, collSchema *schemapb.CollectionSchema, skipFunction bool) (idata *InsertData, err error)

func (*InsertData) Append 

func (i *InsertData) Append(row map[FieldID]interface{}) error

func (*InsertData) GetMemorySize 

func (i *InsertData) GetMemorySize() int

func (*InsertData) GetRow 

func (i *InsertData) GetRow(idx int) map[FieldID]interface{}

func (*InsertData) GetRowNum 

func (i *InsertData) GetRowNum() int

func (*InsertData) GetRowSize 

func (i *InsertData) GetRowSize(idx int) int

func (*InsertData) IsEmpty 

func (iData *InsertData) IsEmpty() bool

type Int16FieldData 

type Int16FieldData struct {
	Data      []int16
	ValidData []bool
	Nullable  bool
}

func (*Int16FieldData) AppendDataRows 

func (data *Int16FieldData) AppendDataRows(rows interface{}) error

func (*Int16FieldData) AppendRow 

func (data *Int16FieldData) AppendRow(row interface{}) error

func (*Int16FieldData) AppendRows 

func (data *Int16FieldData) AppendRows(dataRows interface{}, validDataRows interface{}) error

func (*Int16FieldData) AppendValidDataRows 

func (data *Int16FieldData) AppendValidDataRows(rows interface{}) error

func (*Int16FieldData) GetDataRows 

func (data *Int16FieldData) GetDataRows() any

func (*Int16FieldData) GetDataType 

func (data *Int16FieldData) GetDataType() schemapb.DataType

func (*Int16FieldData) GetMemorySize 

func (data *Int16FieldData) GetMemorySize() int

func (*Int16FieldData) GetNullable 

func (data *Int16FieldData) GetNullable() bool

func (*Int16FieldData) GetRow 

func (data *Int16FieldData) GetRow(i int) any

func (*Int16FieldData) GetRowSize 

func (data *Int16FieldData) GetRowSize(i int) int

func (*Int16FieldData) RowNum 

func (data *Int16FieldData) RowNum() int

type Int16FieldValue 

type Int16FieldValue struct {
	Value int16 `json:"value"`
}

DataType_Int16

func NewInt16FieldValue 

func NewInt16FieldValue(v int16) *Int16FieldValue

func (*Int16FieldValue) EQ 

func (ifv *Int16FieldValue) EQ(obj ScalarFieldValue) bool

func (*Int16FieldValue) GE 

func (ifv *Int16FieldValue) GE(obj ScalarFieldValue) bool

func (*Int16FieldValue) GT 

func (ifv *Int16FieldValue) GT(obj ScalarFieldValue) bool

func (*Int16FieldValue) GetValue 

func (ifv *Int16FieldValue) GetValue() interface{}

func (*Int16FieldValue) LE 

func (ifv *Int16FieldValue) LE(obj ScalarFieldValue) bool

func (*Int16FieldValue) LT 

func (ifv *Int16FieldValue) LT(obj ScalarFieldValue) bool

func (*Int16FieldValue) MarshalJSON 

func (ifv *Int16FieldValue) MarshalJSON() ([]byte, error)

func (*Int16FieldValue) SetValue 

func (ifv *Int16FieldValue) SetValue(data interface{}) error

func (*Int16FieldValue) Size 

func (ifv *Int16FieldValue) Size() int64

func (*Int16FieldValue) Type 

func (ifv *Int16FieldValue) Type() schemapb.DataType

func (*Int16FieldValue) UnmarshalJSON 

func (ifv *Int16FieldValue) UnmarshalJSON(data []byte) error

type Int32FieldData 

type Int32FieldData struct {
	Data      []int32
	ValidData []bool
	Nullable  bool
}

func (*Int32FieldData) AppendDataRows 

func (data *Int32FieldData) AppendDataRows(rows interface{}) error

func (*Int32FieldData) AppendRow 

func (data *Int32FieldData) AppendRow(row interface{}) error

func (*Int32FieldData) AppendRows 

func (data *Int32FieldData) AppendRows(dataRows interface{}, validDataRows interface{}) error

func (*Int32FieldData) AppendValidDataRows 

func (data *Int32FieldData) AppendValidDataRows(rows interface{}) error

func (*Int32FieldData) GetDataRows 

func (data *Int32FieldData) GetDataRows() any

func (*Int32FieldData) GetDataType 

func (data *Int32FieldData) GetDataType() schemapb.DataType

func (*Int32FieldData) GetMemorySize 

func (data *Int32FieldData) GetMemorySize() int

func (*Int32FieldData) GetNullable 

func (data *Int32FieldData) GetNullable() bool

func (*Int32FieldData) GetRow 

func (data *Int32FieldData) GetRow(i int) any

func (*Int32FieldData) GetRowSize 

func (data *Int32FieldData) GetRowSize(i int) int

func (*Int32FieldData) RowNum 

func (data *Int32FieldData) RowNum() int

type Int32FieldValue 

type Int32FieldValue struct {
	Value int32 `json:"value"`
}

DataType_Int32

func NewInt32FieldValue 

func NewInt32FieldValue(v int32) *Int32FieldValue

func (*Int32FieldValue) EQ 

func (ifv *Int32FieldValue) EQ(obj ScalarFieldValue) bool

func (*Int32FieldValue) GE 

func (ifv *Int32FieldValue) GE(obj ScalarFieldValue) bool

func (*Int32FieldValue) GT 

func (ifv *Int32FieldValue) GT(obj ScalarFieldValue) bool

func (*Int32FieldValue) GetValue 

func (ifv *Int32FieldValue) GetValue() interface{}

func (*Int32FieldValue) LE 

func (ifv *Int32FieldValue) LE(obj ScalarFieldValue) bool

func (*Int32FieldValue) LT 

func (ifv *Int32FieldValue) LT(obj ScalarFieldValue) bool

func (*Int32FieldValue) MarshalJSON 

func (ifv *Int32FieldValue) MarshalJSON() ([]byte, error)

func (*Int32FieldValue) SetValue 

func (ifv *Int32FieldValue) SetValue(data interface{}) error

func (*Int32FieldValue) Size 

func (ifv *Int32FieldValue) Size() int64

func (*Int32FieldValue) Type 

func (ifv *Int32FieldValue) Type() schemapb.DataType

func (*Int32FieldValue) UnmarshalJSON 

func (ifv *Int32FieldValue) UnmarshalJSON(data []byte) error

type Int64FieldData 

type Int64FieldData struct {
	Data      []int64
	ValidData []bool
	Nullable  bool
}

func GetTimestampFromInsertData 

func GetTimestampFromInsertData(data *InsertData) (*Int64FieldData, error)

GetTimestampFromInsertData returns the Int64FieldData for timestamp field.

func (*Int64FieldData) AppendDataRows 

func (data *Int64FieldData) AppendDataRows(rows interface{}) error

func (*Int64FieldData) AppendRow 

func (data *Int64FieldData) AppendRow(row interface{}) error

func (*Int64FieldData) AppendRows 

func (data *Int64FieldData) AppendRows(dataRows interface{}, validDataRows interface{}) error

func (*Int64FieldData) AppendValidDataRows 

func (data *Int64FieldData) AppendValidDataRows(rows interface{}) error

func (*Int64FieldData) GetDataRows 

func (data *Int64FieldData) GetDataRows() any

func (*Int64FieldData) GetDataType 

func (data *Int64FieldData) GetDataType() schemapb.DataType

func (*Int64FieldData) GetMemorySize 

func (data *Int64FieldData) GetMemorySize() int

func (*Int64FieldData) GetNullable 

func (data *Int64FieldData) GetNullable() bool

func (*Int64FieldData) GetRow 

func (data *Int64FieldData) GetRow(i int) any

func (*Int64FieldData) GetRowSize 

func (data *Int64FieldData) GetRowSize(i int) int

func (*Int64FieldData) RowNum 

func (data *Int64FieldData) RowNum() int

type Int64FieldValue 

type Int64FieldValue struct {
	Value int64 `json:"value"`
}

DataType_Int64

func NewInt64FieldValue 

func NewInt64FieldValue(v int64) *Int64FieldValue

func (*Int64FieldValue) EQ 

func (ifv *Int64FieldValue) EQ(obj ScalarFieldValue) bool

func (*Int64FieldValue) GE 

func (ifv *Int64FieldValue) GE(obj ScalarFieldValue) bool

func (*Int64FieldValue) GT 

func (ifv *Int64FieldValue) GT(obj ScalarFieldValue) bool

func (*Int64FieldValue) GetValue 

func (ifv *Int64FieldValue) GetValue() interface{}

func (*Int64FieldValue) LE 

func (ifv *Int64FieldValue) LE(obj ScalarFieldValue) bool

func (*Int64FieldValue) LT 

func (ifv *Int64FieldValue) LT(obj ScalarFieldValue) bool

func (*Int64FieldValue) MarshalJSON 

func (ifv *Int64FieldValue) MarshalJSON() ([]byte, error)

func (*Int64FieldValue) SetValue 

func (ifv *Int64FieldValue) SetValue(data interface{}) error

func (*Int64FieldValue) Size 

func (ifv *Int64FieldValue) Size() int64

func (*Int64FieldValue) Type 

func (ifv *Int64FieldValue) Type() schemapb.DataType

func (*Int64FieldValue) UnmarshalJSON 

func (ifv *Int64FieldValue) UnmarshalJSON(data []byte) error

type Int64PrimaryKey 

type Int64PrimaryKey struct {
	Value int64 `json:"pkValue"`
}

func NewInt64PrimaryKey 

func NewInt64PrimaryKey(v int64) *Int64PrimaryKey

func (*Int64PrimaryKey) EQ 

func (ip *Int64PrimaryKey) EQ(key PrimaryKey) bool

func (*Int64PrimaryKey) GE 

func (ip *Int64PrimaryKey) GE(key PrimaryKey) bool

func (*Int64PrimaryKey) GT 

func (ip *Int64PrimaryKey) GT(key PrimaryKey) bool

func (*Int64PrimaryKey) GetValue 

func (ip *Int64PrimaryKey) GetValue() interface{}

func (*Int64PrimaryKey) LE 

func (ip *Int64PrimaryKey) LE(key PrimaryKey) bool

func (*Int64PrimaryKey) LT 

func (ip *Int64PrimaryKey) LT(key PrimaryKey) bool

func (*Int64PrimaryKey) MarshalJSON 

func (ip *Int64PrimaryKey) MarshalJSON() ([]byte, error)

func (*Int64PrimaryKey) SetValue 

func (ip *Int64PrimaryKey) SetValue(data interface{}) error

func (*Int64PrimaryKey) Size 

func (ip *Int64PrimaryKey) Size() int64

func (*Int64PrimaryKey) Type 

func (ip *Int64PrimaryKey) Type() schemapb.DataType

func (*Int64PrimaryKey) UnmarshalJSON 

func (ip *Int64PrimaryKey) UnmarshalJSON(data []byte) error

type Int64PrimaryKeys 

type Int64PrimaryKeys struct {
	// contains filtered or unexported fields
}

func NewInt64PrimaryKeys 

func NewInt64PrimaryKeys(cap int64) *Int64PrimaryKeys

func (*Int64PrimaryKeys) Append 

func (pks *Int64PrimaryKeys) Append(values ...PrimaryKey) error

func (*Int64PrimaryKeys) AppendRaw 

func (pks *Int64PrimaryKeys) AppendRaw(values ...int64)

func (*Int64PrimaryKeys) Get 

func (pks *Int64PrimaryKeys) Get(idx int) PrimaryKey

func (*Int64PrimaryKeys) Len 

func (pks *Int64PrimaryKeys) Len() int

func (*Int64PrimaryKeys) MustAppend 

func (pks *Int64PrimaryKeys) MustAppend(values ...PrimaryKey)

func (*Int64PrimaryKeys) MustMerge 

func (pks *Int64PrimaryKeys) MustMerge(another PrimaryKeys)

func (*Int64PrimaryKeys) Size 

func (pks *Int64PrimaryKeys) Size() int64

func (*Int64PrimaryKeys) Type 

func (pks *Int64PrimaryKeys) Type() schemapb.DataType

type Int8FieldData 

type Int8FieldData struct {
	Data      []int8
	ValidData []bool
	Nullable  bool
}

func (*Int8FieldData) AppendDataRows 

func (data *Int8FieldData) AppendDataRows(rows interface{}) error

func (*Int8FieldData) AppendRow 

func (data *Int8FieldData) AppendRow(row interface{}) error

func (*Int8FieldData) AppendRows 

func (data *Int8FieldData) AppendRows(dataRows interface{}, validDataRows interface{}) error

func (*Int8FieldData) AppendValidDataRows 

func (data *Int8FieldData) AppendValidDataRows(rows interface{}) error

func (*Int8FieldData) GetDataRows 

func (data *Int8FieldData) GetDataRows() any

func (*Int8FieldData) GetDataType 

func (data *Int8FieldData) GetDataType() schemapb.DataType

func (*Int8FieldData) GetMemorySize 

func (data *Int8FieldData) GetMemorySize() int

func (*Int8FieldData) GetNullable 

func (data *Int8FieldData) GetNullable() bool

func (*Int8FieldData) GetRow 

func (data *Int8FieldData) GetRow(i int) any

func (*Int8FieldData) GetRowSize 

func (data *Int8FieldData) GetRowSize(i int) int

func (*Int8FieldData) RowNum 

func (data *Int8FieldData) RowNum() int

type Int8FieldValue 

type Int8FieldValue struct {
	Value int8 `json:"value"`
}

DataType_Int8

func NewInt8FieldValue 

func NewInt8FieldValue(v int8) *Int8FieldValue

func (*Int8FieldValue) EQ 

func (ifv *Int8FieldValue) EQ(obj ScalarFieldValue) bool

func (*Int8FieldValue) GE 

func (ifv *Int8FieldValue) GE(obj ScalarFieldValue) bool

func (*Int8FieldValue) GT 

func (ifv *Int8FieldValue) GT(obj ScalarFieldValue) bool

func (*Int8FieldValue) GetValue 

func (ifv *Int8FieldValue) GetValue() interface{}

func (*Int8FieldValue) LE 

func (ifv *Int8FieldValue) LE(obj ScalarFieldValue) bool

func (*Int8FieldValue) LT 

func (ifv *Int8FieldValue) LT(obj ScalarFieldValue) bool

func (*Int8FieldValue) MarshalJSON 

func (ifv *Int8FieldValue) MarshalJSON() ([]byte, error)

func (*Int8FieldValue) SetValue 

func (ifv *Int8FieldValue) SetValue(data interface{}) error

func (*Int8FieldValue) Size 

func (ifv *Int8FieldValue) Size() int64

func (*Int8FieldValue) Type 

func (ifv *Int8FieldValue) Type() schemapb.DataType

func (*Int8FieldValue) UnmarshalJSON 

func (ifv *Int8FieldValue) UnmarshalJSON(data []byte) error

type Iterator 

type Iterator interface {
	// HasNext returns true if the iterator have unread record
	HasNext() bool
	// Next returns the next record
	Next() (interface{}, error)
	// Dispose disposes the iterator
	Dispose()
}

Iterator is the iterator interface.

type JSONFieldData 

type JSONFieldData struct {
	Data      [][]byte
	ValidData []bool
	Nullable  bool
}

func (*JSONFieldData) AppendDataRows 

func (data *JSONFieldData) AppendDataRows(rows interface{}) error

func (*JSONFieldData) AppendRow 

func (data *JSONFieldData) AppendRow(row interface{}) error

func (*JSONFieldData) AppendRows 

func (data *JSONFieldData) AppendRows(dataRows interface{}, validDataRows interface{}) error

func (*JSONFieldData) AppendValidDataRows 

func (data *JSONFieldData) AppendValidDataRows(rows interface{}) error

func (*JSONFieldData) GetDataRows 

func (data *JSONFieldData) GetDataRows() any

func (*JSONFieldData) GetDataType 

func (data *JSONFieldData) GetDataType() schemapb.DataType

func (*JSONFieldData) GetMemorySize 

func (data *JSONFieldData) GetMemorySize() int

func (*JSONFieldData) GetNullable 

func (data *JSONFieldData) GetNullable() bool

func (*JSONFieldData) GetRow 

func (data *JSONFieldData) GetRow(i int) any

func (*JSONFieldData) GetRowSize 

func (data *JSONFieldData) GetRowSize(i int) int

func (*JSONFieldData) RowNum 

func (data *JSONFieldData) RowNum() int

type LocalChunkManager 

type LocalChunkManager struct {
	// contains filtered or unexported fields
}

LocalChunkManager is responsible for read and write local file.

func NewLocalChunkManager 

func NewLocalChunkManager(opts ...Option) *LocalChunkManager

NewLocalChunkManager create a new local manager object.

func (*LocalChunkManager) Exist 

func (lcm *LocalChunkManager) Exist(ctx context.Context, filePath string) (bool, error)

Exist checks whether chunk is saved to local storage.

func (*LocalChunkManager) Mmap 

func (lcm *LocalChunkManager) Mmap(ctx context.Context, filePath string) (*mmap.ReaderAt, error)

func (*LocalChunkManager) MultiRead 

func (lcm *LocalChunkManager) MultiRead(ctx context.Context, filePaths []string) ([][]byte, error)

MultiRead reads the local storage data if exists.

func (*LocalChunkManager) MultiRemove 

func (lcm *LocalChunkManager) MultiRemove(ctx context.Context, filePaths []string) error

func (*LocalChunkManager) MultiWrite 

func (lcm *LocalChunkManager) MultiWrite(ctx context.Context, contents map[string][]byte) error

MultiWrite writes the data to local storage.

func (*LocalChunkManager) Path 

func (lcm *LocalChunkManager) Path(ctx context.Context, filePath string) (string, error)

Path returns the path of local data if exists.

func (*LocalChunkManager) Read 

func (lcm *LocalChunkManager) Read(ctx context.Context, filePath string) ([]byte, error)

Read reads the local storage data if exists.

func (*LocalChunkManager) ReadAt 

func (lcm *LocalChunkManager) ReadAt(ctx context.Context, filePath string, off int64, length int64) ([]byte, error)

ReadAt reads specific position data of local storage if exists.

func (*LocalChunkManager) Reader 

func (lcm *LocalChunkManager) Reader(ctx context.Context, filePath string) (FileReader, error)

func (*LocalChunkManager) Remove 

func (lcm *LocalChunkManager) Remove(ctx context.Context, filePath string) error

func (*LocalChunkManager) RemoveWithPrefix 

func (lcm *LocalChunkManager) RemoveWithPrefix(ctx context.Context, prefix string) error

func (*LocalChunkManager) RootPath 

func (lcm *LocalChunkManager) RootPath() string

RootPath returns lcm root path.

func (*LocalChunkManager) Size 

func (lcm *LocalChunkManager) Size(ctx context.Context, filePath string) (int64, error)

func (*LocalChunkManager) WalkWithPrefix 

func (lcm *LocalChunkManager) WalkWithPrefix(ctx context.Context, prefix string, recursive bool, walkFunc ChunkObjectWalkFunc) (err error)

func (*LocalChunkManager) Write 

func (lcm *LocalChunkManager) Write(ctx context.Context, filePath string, content []byte) error

Write writes the data to local storage.

type LocationsCache 

type LocationsCache struct {
	// contains filtered or unexported fields
}

LocationsCache is a helper struct caching pk bloom filter locations. Note that this helper is not concurrent safe and shall be used in same goroutine.

func NewLocationsCache 

func NewLocationsCache(pk PrimaryKey) *LocationsCache

func (*LocationsCache) GetPk 

func (lc *LocationsCache) GetPk() PrimaryKey

func (*LocationsCache) Locations 

func (lc *LocationsCache) Locations(k uint, bfType bloomfilter.BFType) []uint64

type MergeIterator 

type MergeIterator struct {
	// contains filtered or unexported fields
}

MergeIterator merge iterators.

func NewMergeIterator 

func NewMergeIterator(iterators []Iterator) *MergeIterator

NewMergeIterator return a new MergeIterator.

func (*MergeIterator) Dispose 

func (itr *MergeIterator) Dispose()

Dispose disposes the iterator

func (*MergeIterator) HasNext 

func (itr *MergeIterator) HasNext() bool

HasNext returns true if the iterator have unread record

func (*MergeIterator) Next 

func (itr *MergeIterator) Next() (interface{}, error)

Next returns the next record

type MinioObjectStorage 

type MinioObjectStorage struct {
	*minio.Client
}

func (*MinioObjectStorage) GetObject 

func (minioObjectStorage *MinioObjectStorage) GetObject(ctx context.Context, bucketName, objectName string, offset int64, size int64) (FileReader, error)

func (*MinioObjectStorage) PutObject 

func (minioObjectStorage *MinioObjectStorage) PutObject(ctx context.Context, bucketName, objectName string, reader io.Reader, objectSize int64) error

func (*MinioObjectStorage) RemoveObject 

func (minioObjectStorage *MinioObjectStorage) RemoveObject(ctx context.Context, bucketName, objectName string) error

func (*MinioObjectStorage) StatObject 

func (minioObjectStorage *MinioObjectStorage) StatObject(ctx context.Context, bucketName, objectName string) (int64, error)

func (*MinioObjectStorage) WalkWithObjects 

func (minioObjectStorage *MinioObjectStorage) WalkWithObjects(ctx context.Context, bucketName string, prefix string, recursive bool, walkFunc ChunkObjectWalkFunc) (err error)

type MultiFieldDeltalogStreamWriter 

type MultiFieldDeltalogStreamWriter struct {
	// contains filtered or unexported fields
}

func (*MultiFieldDeltalogStreamWriter) Finalize 

func (dsw *MultiFieldDeltalogStreamWriter) Finalize() (*Blob, error)

func (*MultiFieldDeltalogStreamWriter) GetRecordWriter 

func (dsw *MultiFieldDeltalogStreamWriter) GetRecordWriter() (RecordWriter, error)

type NativePayloadWriter 

type NativePayloadWriter struct {
	// contains filtered or unexported fields
}

func (*NativePayloadWriter) AddBFloat16VectorToPayload 

func (w *NativePayloadWriter) AddBFloat16VectorToPayload(data []byte, dim int) error

func (*NativePayloadWriter) AddBinaryVectorToPayload 

func (w *NativePayloadWriter) AddBinaryVectorToPayload(data []byte, dim int) error

func (*NativePayloadWriter) AddBoolToPayload 

func (w *NativePayloadWriter) AddBoolToPayload(data []bool, validData []bool) error

func (*NativePayloadWriter) AddByteToPayload 

func (w *NativePayloadWriter) AddByteToPayload(data []byte, validData []bool) error

func (*NativePayloadWriter) AddDataToPayload 

func (w *NativePayloadWriter) AddDataToPayload(data interface{}, validData []bool) error

func (*NativePayloadWriter) AddDoubleToPayload 

func (w *NativePayloadWriter) AddDoubleToPayload(data []float64, validData []bool) error

func (*NativePayloadWriter) AddFloat16VectorToPayload 

func (w *NativePayloadWriter) AddFloat16VectorToPayload(data []byte, dim int) error

func (*NativePayloadWriter) AddFloatToPayload 

func (w *NativePayloadWriter) AddFloatToPayload(data []float32, validData []bool) error

func (*NativePayloadWriter) AddFloatVectorToPayload 

func (w *NativePayloadWriter) AddFloatVectorToPayload(data []float32, dim int) error

func (*NativePayloadWriter) AddInt16ToPayload 

func (w *NativePayloadWriter) AddInt16ToPayload(data []int16, validData []bool) error

func (*NativePayloadWriter) AddInt32ToPayload 

func (w *NativePayloadWriter) AddInt32ToPayload(data []int32, validData []bool) error

func (*NativePayloadWriter) AddInt64ToPayload 

func (w *NativePayloadWriter) AddInt64ToPayload(data []int64, validData []bool) error

func (*NativePayloadWriter) AddInt8ToPayload 

func (w *NativePayloadWriter) AddInt8ToPayload(data []int8, validData []bool) error

func (*NativePayloadWriter) AddOneArrayToPayload 

func (w *NativePayloadWriter) AddOneArrayToPayload(data *schemapb.ScalarField, isValid bool) error

func (*NativePayloadWriter) AddOneJSONToPayload 

func (w *NativePayloadWriter) AddOneJSONToPayload(data []byte, isValid bool) error

func (*NativePayloadWriter) AddOneStringToPayload 

func (w *NativePayloadWriter) AddOneStringToPayload(data string, isValid bool) error

func (*NativePayloadWriter) AddSparseFloatVectorToPayload 

func (w *NativePayloadWriter) AddSparseFloatVectorToPayload(data *SparseFloatVectorFieldData) error

func (*NativePayloadWriter) Close 

func (w *NativePayloadWriter) Close()

func (*NativePayloadWriter) FinishPayloadWriter 

func (w *NativePayloadWriter) FinishPayloadWriter() error

func (*NativePayloadWriter) GetPayloadBufferFromWriter 

func (w *NativePayloadWriter) GetPayloadBufferFromWriter() ([]byte, error)

func (*NativePayloadWriter) GetPayloadLengthFromWriter 

func (w *NativePayloadWriter) GetPayloadLengthFromWriter() (int, error)

func (*NativePayloadWriter) ReleasePayloadWriter 

func (w *NativePayloadWriter) ReleasePayloadWriter()

func (*NativePayloadWriter) Reserve 

func (w *NativePayloadWriter) Reserve(size int)

type NullableInt 

type NullableInt struct {
	Value *int
}

func NewNullableInt 

func NewNullableInt(value int) *NullableInt

NewNullableInt creates a new NullableInt instance

func (NullableInt) GetValue 

func (ni NullableInt) GetValue() int

func (NullableInt) IsNull 

func (ni NullableInt) IsNull() bool

IsNull checks if the NullableInt is null

type ObjectStorage 

type ObjectStorage interface {
	GetObject(ctx context.Context, bucketName, objectName string, offset int64, size int64) (FileReader, error)
	PutObject(ctx context.Context, bucketName, objectName string, reader io.Reader, objectSize int64) error
	StatObject(ctx context.Context, bucketName, objectName string) (int64, error)
	// WalkWithPrefix walks all objects with prefix @prefix, and call walker for each object.
	// WalkWithPrefix will stop if following conditions met:
	// 1. cb return false or reach the last object, WalkWithPrefix will stop and return nil.
	// 2. underlying walking failed or context canceled, WalkWithPrefix will stop and return a error.
	WalkWithObjects(ctx context.Context, bucketName string, prefix string, recursive bool, walkFunc ChunkObjectWalkFunc) error
	RemoveObject(ctx context.Context, bucketName, objectName string) error
}

type Option 

type Option func(*config)

Option is used to config the retry function.

func AccessKeyID 

func AccessKeyID(accessKeyID string) Option

func Address 

func Address(addr string) Option

func BucketName 

func BucketName(bucketName string) Option

func CloudProvider 

func CloudProvider(cloudProvider string) Option

func CreateBucket 

func CreateBucket(createBucket bool) Option

func GcpCredentialJSON 

func GcpCredentialJSON(gcpCredentialJSON string) Option

func IAMEndpoint 

func IAMEndpoint(iamEndpoint string) Option

func Region 

func Region(region string) Option

func RequestTimeout 

func RequestTimeout(requestTimeoutMs int64) Option

func RootPath 

func RootPath(rootPath string) Option

func SecretAccessKeyID 

func SecretAccessKeyID(secretAccessKeyID string) Option

func SslCACert 

func SslCACert(sslCACert string) Option

func UseIAM 

func UseIAM(useIAM bool) Option

func UseSSL 

func UseSSL(useSSL bool) Option

func UseVirtualHost 

func UseVirtualHost(useVirtualHost bool) Option

type PartitionStatsSnapshot 

type PartitionStatsSnapshot struct {
	SegmentStats map[UniqueID]SegmentStats `json:"segmentStats"`
	Version      int64
}

func DeserializePartitionsStatsSnapshot 

func DeserializePartitionsStatsSnapshot(data []byte) (*PartitionStatsSnapshot, error)

func NewPartitionStatsSnapshot 

func NewPartitionStatsSnapshot() *PartitionStatsSnapshot

func (*PartitionStatsSnapshot) GetVersion 

func (ps *PartitionStatsSnapshot) GetVersion() int64

func (*PartitionStatsSnapshot) SetVersion 

func (ps *PartitionStatsSnapshot) SetVersion(v int64)

func (*PartitionStatsSnapshot) UpdateSegmentStats 

func (ps *PartitionStatsSnapshot) UpdateSegmentStats(segmentID UniqueID, segmentStats SegmentStats)

type PayloadReader 

type PayloadReader struct {
	// contains filtered or unexported fields
}

PayloadReader reads data from payload

func NewPayloadReader 

func NewPayloadReader(colType schemapb.DataType, buf []byte, nullable bool) (*PayloadReader, error)

func (*PayloadReader) Close 

func (r *PayloadReader) Close() error

Close closes the payload reader

func (*PayloadReader) GetArrayFromPayload 

func (r *PayloadReader) GetArrayFromPayload() ([]*schemapb.ScalarField, []bool, error)

func (*PayloadReader) GetArrowRecordReader 

func (r *PayloadReader) GetArrowRecordReader() (pqarrow.RecordReader, error)

func (*PayloadReader) GetBFloat16VectorFromPayload 

func (r *PayloadReader) GetBFloat16VectorFromPayload() ([]byte, int, error)

GetBFloat16VectorFromPayload returns vector, dimension, error

func (*PayloadReader) GetBinaryVectorFromPayload 

func (r *PayloadReader) GetBinaryVectorFromPayload() ([]byte, int, error)

GetBinaryVectorFromPayload returns vector, dimension, error

func (*PayloadReader) GetBoolFromPayload 

func (r *PayloadReader) GetBoolFromPayload() ([]bool, []bool, error)

GetBoolFromPayload returns bool slice from payload.

func (*PayloadReader) GetByteArrayDataSet 

func (r *PayloadReader) GetByteArrayDataSet() (*DataSet[parquet.ByteArray, *file.ByteArrayColumnChunkReader], error)

func (*PayloadReader) GetByteFromPayload 

func (r *PayloadReader) GetByteFromPayload() ([]byte, []bool, error)

GetByteFromPayload returns byte slice from payload

func (*PayloadReader) GetDataFromPayload 

func (r *PayloadReader) GetDataFromPayload() (interface{}, []bool, int, error)
	`interface{}`: all types.
 `[]bool`: validData, only meaningful to ScalarField.
	`int`: dim, only meaningful to FLOAT/BINARY VECTOR type.
	`error`: error.

func (*PayloadReader) GetDoubleFromPayload 

func (r *PayloadReader) GetDoubleFromPayload() ([]float64, []bool, error)

func (*PayloadReader) GetFloat16VectorFromPayload 

func (r *PayloadReader) GetFloat16VectorFromPayload() ([]byte, int, error)

GetFloat16VectorFromPayload returns vector, dimension, error

func (*PayloadReader) GetFloatFromPayload 

func (r *PayloadReader) GetFloatFromPayload() ([]float32, []bool, error)

func (*PayloadReader) GetFloatVectorFromPayload 

func (r *PayloadReader) GetFloatVectorFromPayload() ([]float32, int, error)

GetFloatVectorFromPayload returns vector, dimension, error

func (*PayloadReader) GetInt16FromPayload 

func (r *PayloadReader) GetInt16FromPayload() ([]int16, []bool, error)

func (*PayloadReader) GetInt32FromPayload 

func (r *PayloadReader) GetInt32FromPayload() ([]int32, []bool, error)

func (*PayloadReader) GetInt64FromPayload 

func (r *PayloadReader) GetInt64FromPayload() ([]int64, []bool, error)

func (*PayloadReader) GetInt8FromPayload 

func (r *PayloadReader) GetInt8FromPayload() ([]int8, []bool, error)

func (*PayloadReader) GetJSONFromPayload 

func (r *PayloadReader) GetJSONFromPayload() ([][]byte, []bool, error)

func (*PayloadReader) GetPayloadLengthFromReader 

func (r *PayloadReader) GetPayloadLengthFromReader() (int, error)

func (*PayloadReader) GetSparseFloatVectorFromPayload 

func (r *PayloadReader) GetSparseFloatVectorFromPayload() (*SparseFloatVectorFieldData, int, error)

func (*PayloadReader) GetStringFromPayload 

func (r *PayloadReader) GetStringFromPayload() ([]string, []bool, error)

func (*PayloadReader) ReleasePayloadReader 

func (r *PayloadReader) ReleasePayloadReader() error

ReleasePayloadReader release payload reader.

type PayloadReaderInterface 

type PayloadReaderInterface interface {
	GetDataFromPayload() (any, []bool, int, error)
	GetBoolFromPayload() ([]bool, []bool, error)
	GetByteFromPayload() ([]byte, []bool, error)
	GetInt8FromPayload() ([]int8, []bool, error)
	GetInt16FromPayload() ([]int16, []bool, error)
	GetInt32FromPayload() ([]int32, []bool, error)
	GetInt64FromPayload() ([]int64, []bool, error)
	GetFloatFromPayload() ([]float32, []bool, error)
	GetDoubleFromPayload() ([]float64, []bool, error)
	GetStringFromPayload() ([]string, []bool, error)
	GetArrayFromPayload() ([]*schemapb.ScalarField, []bool, error)
	GetJSONFromPayload() ([][]byte, []bool, error)
	GetBinaryVectorFromPayload() ([]byte, int, error)
	GetFloat16VectorFromPayload() ([]byte, int, error)
	GetBFloat16VectorFromPayload() ([]byte, int, error)
	GetFloatVectorFromPayload() ([]float32, int, error)
	GetSparseFloatVectorFromPayload() (*SparseFloatVectorFieldData, int, error)
	GetPayloadLengthFromReader() (int, error)

	GetByteArrayDataSet() (*DataSet[parquet.ByteArray, *file.ByteArrayColumnChunkReader], error)
	GetArrowRecordReader() (pqarrow.RecordReader, error)

	ReleasePayloadReader() error
	Close() error
}

PayloadReaderInterface abstracts PayloadReader

type PayloadWriterInterface 

type PayloadWriterInterface interface {
	AddDataToPayload(msgs any, valids []bool) error
	AddBoolToPayload(msgs []bool, valids []bool) error
	AddByteToPayload(msgs []byte, valids []bool) error
	AddInt8ToPayload(msgs []int8, valids []bool) error
	AddInt16ToPayload(msgs []int16, valids []bool) error
	AddInt32ToPayload(msgs []int32, valids []bool) error
	AddInt64ToPayload(msgs []int64, valids []bool) error
	AddFloatToPayload(msgs []float32, valids []bool) error
	AddDoubleToPayload(msgs []float64, valids []bool) error
	AddOneStringToPayload(msgs string, isValid bool) error
	AddOneArrayToPayload(msg *schemapb.ScalarField, isValid bool) error
	AddOneJSONToPayload(msg []byte, isValid bool) error
	AddBinaryVectorToPayload(binVec []byte, dim int) error
	AddFloatVectorToPayload(binVec []float32, dim int) error
	AddFloat16VectorToPayload(binVec []byte, dim int) error
	AddBFloat16VectorToPayload(binVec []byte, dim int) error
	AddSparseFloatVectorToPayload(data *SparseFloatVectorFieldData) error
	FinishPayloadWriter() error
	GetPayloadBufferFromWriter() ([]byte, error)
	GetPayloadLengthFromWriter() (int, error)
	ReleasePayloadWriter()
	Reserve(size int)
	Close()
}

PayloadWriterInterface abstracts PayloadWriter

func NewPayloadWriter 

func NewPayloadWriter(colType schemapb.DataType, options ...PayloadWriterOptions) (PayloadWriterInterface, error)

type PayloadWriterOptions 

type PayloadWriterOptions func(*NativePayloadWriter)

func WithDim 

func WithDim(dim int) PayloadWriterOptions

func WithNullable 

func WithNullable(nullable bool) PayloadWriterOptions

func WithWriterProps 

func WithWriterProps(writerProps *parquet.WriterProperties) PayloadWriterOptions

type PkStatistics 

type PkStatistics struct {
	PkFilter bloomfilter.BloomFilterInterface //  bloom filter of pk inside a segment
	MinPK    PrimaryKey                       //	minimal pk value, shortcut for checking whether a pk is inside this segment
	MaxPK    PrimaryKey                       //  maximal pk value, same above
}

pkStatistics contains pk field statistic information

func (*PkStatistics) BatchPkExist 

func (st *PkStatistics) BatchPkExist(lc *BatchLocationsCache, hits []bool) []bool

func (*PkStatistics) PkExist 

func (st *PkStatistics) PkExist(pk PrimaryKey) bool

func (*PkStatistics) TestLocationCache 

func (st *PkStatistics) TestLocationCache(lc *LocationsCache) bool

func (*PkStatistics) UpdateMinMax 

func (st *PkStatistics) UpdateMinMax(pk PrimaryKey) error

update set pk min/max value if input value is beyond former range.

func (*PkStatistics) UpdatePKRange 

func (st *PkStatistics) UpdatePKRange(ids FieldData) error

type PrimaryKey 

type PrimaryKey interface {
	GT(key PrimaryKey) bool
	GE(key PrimaryKey) bool
	LT(key PrimaryKey) bool
	LE(key PrimaryKey) bool
	EQ(key PrimaryKey) bool
	MarshalJSON() ([]byte, error)
	UnmarshalJSON(data []byte) error
	SetValue(interface{}) error
	GetValue() interface{}
	Type() schemapb.DataType
	Size() int64
}

func GenInt64PrimaryKeys 

func GenInt64PrimaryKeys(data ...int64) ([]PrimaryKey, error)

func GenPrimaryKeyByRawData 

func GenPrimaryKeyByRawData(data interface{}, pkType schemapb.DataType) (PrimaryKey, error)

func GenVarcharPrimaryKeys 

func GenVarcharPrimaryKeys(data ...string) ([]PrimaryKey, error)

func ParseFieldData2PrimaryKeys 

func ParseFieldData2PrimaryKeys(data *schemapb.FieldData) ([]PrimaryKey, error)

func ParseIDs2PrimaryKeys 

func ParseIDs2PrimaryKeys(ids *schemapb.IDs) []PrimaryKey

type PrimaryKeyStats 

type PrimaryKeyStats struct {
	FieldID int64                            `json:"fieldID"`
	Max     int64                            `json:"max"` // useless, will delete
	Min     int64                            `json:"min"` // useless, will delete
	BFType  bloomfilter.BFType               `json:"bfType"`
	BF      bloomfilter.BloomFilterInterface `json:"bf"`
	PkType  int64                            `json:"pkType"`
	MaxPk   PrimaryKey                       `json:"maxPk"`
	MinPk   PrimaryKey                       `json:"minPk"`
}

PrimaryKeyStats contains rowsWithToken data for pk column

func DeserializeStats 

func DeserializeStats(blobs []*Blob) ([]*PrimaryKeyStats, error)

DeserializeStats deserialize @blobs as []*PrimaryKeyStats

func DeserializeStatsList 

func DeserializeStatsList(blob *Blob) ([]*PrimaryKeyStats, error)

func NewPrimaryKeyStats 

func NewPrimaryKeyStats(fieldID, pkType, rowNum int64) (*PrimaryKeyStats, error)

func (*PrimaryKeyStats) UnmarshalJSON 

func (stats *PrimaryKeyStats) UnmarshalJSON(data []byte) error

UnmarshalJSON unmarshal bytes to PrimaryKeyStats

func (*PrimaryKeyStats) Update 

func (stats *PrimaryKeyStats) Update(pk PrimaryKey)

func (*PrimaryKeyStats) UpdateByMsgs 

func (stats *PrimaryKeyStats) UpdateByMsgs(msgs FieldData)

func (*PrimaryKeyStats) UpdateMinMax 

func (stats *PrimaryKeyStats) UpdateMinMax(pk PrimaryKey)

updatePk update minPk and maxPk value

type PrimaryKeys 

type PrimaryKeys interface {
	Append(pks ...PrimaryKey) error
	MustAppend(pks ...PrimaryKey)
	Get(idx int) PrimaryKey
	Type() schemapb.DataType
	Size() int64
	Len() int
	MustMerge(pks PrimaryKeys)
}

PrimaryKeys is the interface holding a slice of PrimaryKey

func ParseIDs2PrimaryKeysBatch 

func ParseIDs2PrimaryKeysBatch(ids *schemapb.IDs) PrimaryKeys

type Record 

type Record interface {
	Schema() map[FieldID]schemapb.DataType
	ArrowSchema() *arrow.Schema
	Column(i FieldID) arrow.Array
	Len() int
	Release()
	Slice(start, end int) Record
}

func ValueSerializer 

func ValueSerializer(v []*Value, fieldSchema []*schemapb.FieldSchema) (Record, error)

type RecordReader 

type RecordReader interface {
	Next() error
	Record() Record
	Close()
}

type RecordWriter 

type RecordWriter interface {
	Write(r Record) error
	GetWrittenUncompressed() uint64
	Close()
}

type RecordWriterOptions 

type RecordWriterOptions func(*singleFieldRecordWriter)

func WithRecordWriterProps 

func WithRecordWriterProps(writerProps *parquet.WriterProperties) RecordWriterOptions

type RemoteChunkManager 

type RemoteChunkManager struct {
	// contains filtered or unexported fields
}

RemoteChunkManager is responsible for read and write data stored in minio.

func NewRemoteChunkManager 

func NewRemoteChunkManager(ctx context.Context, c *config) (*RemoteChunkManager, error)

func NewRemoteChunkManagerForTesting 

func NewRemoteChunkManagerForTesting(c *minio.Client, bucket string, rootPath string) *RemoteChunkManager

NewRemoteChunkManagerForTesting is used for testing.

func (*RemoteChunkManager) Exist 

func (mcm *RemoteChunkManager) Exist(ctx context.Context, filePath string) (bool, error)

Exist checks whether chunk is saved to minio storage.

func (*RemoteChunkManager) Mmap 

func (mcm *RemoteChunkManager) Mmap(ctx context.Context, filePath string) (*mmap.ReaderAt, error)

func (*RemoteChunkManager) MultiRead 

func (mcm *RemoteChunkManager) MultiRead(ctx context.Context, keys []string) ([][]byte, error)

func (*RemoteChunkManager) MultiRemove 

func (mcm *RemoteChunkManager) MultiRemove(ctx context.Context, keys []string) error

MultiRemove deletes a objects with @keys.

func (*RemoteChunkManager) MultiWrite 

func (mcm *RemoteChunkManager) MultiWrite(ctx context.Context, kvs map[string][]byte) error

MultiWrite saves multiple objects, the path is the key of @kvs. The object value is the value of @kvs.

func (*RemoteChunkManager) Path 

func (mcm *RemoteChunkManager) Path(ctx context.Context, filePath string) (string, error)

Path returns the path of minio data if exists.

func (*RemoteChunkManager) Read 

func (mcm *RemoteChunkManager) Read(ctx context.Context, filePath string) ([]byte, error)

Read reads the minio storage data if exists.

func (*RemoteChunkManager) ReadAt 

func (mcm *RemoteChunkManager) ReadAt(ctx context.Context, filePath string, off int64, length int64) ([]byte, error)

ReadAt reads specific position data of minio storage if exists.

func (*RemoteChunkManager) Reader 

func (mcm *RemoteChunkManager) Reader(ctx context.Context, filePath string) (FileReader, error)

Reader returns the path of minio data if exists.

func (*RemoteChunkManager) Remove 

func (mcm *RemoteChunkManager) Remove(ctx context.Context, filePath string) error

Remove deletes an object with @key.

func (*RemoteChunkManager) RemoveWithPrefix 

func (mcm *RemoteChunkManager) RemoveWithPrefix(ctx context.Context, prefix string) error

RemoveWithPrefix removes all objects with the same prefix @prefix from minio.

func (*RemoteChunkManager) RootPath 

func (mcm *RemoteChunkManager) RootPath() string

RootPath returns minio root path.

func (*RemoteChunkManager) Size 

func (mcm *RemoteChunkManager) Size(ctx context.Context, filePath string) (int64, error)

func (*RemoteChunkManager) UnderlyingObjectStorage 

func (mcm *RemoteChunkManager) UnderlyingObjectStorage() ObjectStorage

UnderlyingObjectStorage returns the underlying object storage.

func (*RemoteChunkManager) WalkWithPrefix 

func (mcm *RemoteChunkManager) WalkWithPrefix(ctx context.Context, prefix string, recursive bool, walkFunc ChunkObjectWalkFunc) (err error)

func (*RemoteChunkManager) Write 

func (mcm *RemoteChunkManager) Write(ctx context.Context, filePath string, content []byte) error

Write writes the data to minio storage.

type ScalarFieldValue 

type ScalarFieldValue interface {
	GT(key ScalarFieldValue) bool
	GE(key ScalarFieldValue) bool
	LT(key ScalarFieldValue) bool
	LE(key ScalarFieldValue) bool
	EQ(key ScalarFieldValue) bool
	MarshalJSON() ([]byte, error)
	UnmarshalJSON(data []byte) error
	SetValue(interface{}) error
	GetValue() interface{}
	Type() schemapb.DataType
	Size() int64
}

func MaxScalar 

func MaxScalar(val1 ScalarFieldValue, val2 ScalarFieldValue) ScalarFieldValue

func MinScalar 

func MinScalar(val1 ScalarFieldValue, val2 ScalarFieldValue) ScalarFieldValue

func NewScalarFieldValue 

func NewScalarFieldValue(dtype schemapb.DataType, data interface{}) ScalarFieldValue

func NewScalarFieldValueFromGenericValue 

func NewScalarFieldValueFromGenericValue(dtype schemapb.DataType, gVal *planpb.GenericValue) (ScalarFieldValue, error)

type SegmentStats 

type SegmentStats struct {
	FieldStats []FieldStats `json:"fieldStats"`
	NumRows    int
}

func NewSegmentStats 

func NewSegmentStats(fieldStats []FieldStats, rows int) *SegmentStats

type SerializeWriter 

type SerializeWriter[T any] struct {
	// contains filtered or unexported fields
}

func CreateDeltalogWriter 

func CreateDeltalogWriter(collectionID, partitionID, segmentID UniqueID, pkType schemapb.DataType, batchSize int) (*SerializeWriter[*DeleteLog], func() (*Blob, error), error)

func NewBinlogSerializeWriter 

func NewBinlogSerializeWriter(schema *schemapb.CollectionSchema, partitionID, segmentID UniqueID,
	eventWriters map[FieldID]*BinlogStreamWriter, batchSize int,
) (*SerializeWriter[*Value], error)

func NewSerializeRecordWriter 

func NewSerializeRecordWriter[T any](rw RecordWriter, serializer Serializer[T], batchSize int) *SerializeWriter[T]

func (*SerializeWriter[T]) Close 

func (sw *SerializeWriter[T]) Close() error

func (*SerializeWriter[T]) Flush 

func (sw *SerializeWriter[T]) Flush() error

func (*SerializeWriter[T]) Write 

func (sw *SerializeWriter[T]) Write(value T) error

func (*SerializeWriter[T]) WriteRecord 

func (sw *SerializeWriter[T]) WriteRecord(r Record) error

func (*SerializeWriter[T]) WrittenMemorySize 

func (sw *SerializeWriter[T]) WrittenMemorySize() uint64

type Serializer 

type Serializer[T any] func([]T) (Record, error)

type SparseFloatVectorFieldData 

type SparseFloatVectorFieldData struct {
	schemapb.SparseFloatArray
}

func (*SparseFloatVectorFieldData) AppendAllRows 

func (dst *SparseFloatVectorFieldData) AppendAllRows(src *SparseFloatVectorFieldData)

func (*SparseFloatVectorFieldData) AppendDataRows 

func (data *SparseFloatVectorFieldData) AppendDataRows(rows interface{}) error

func (*SparseFloatVectorFieldData) AppendRow 

func (data *SparseFloatVectorFieldData) AppendRow(row interface{}) error

func (*SparseFloatVectorFieldData) AppendRows 

func (data *SparseFloatVectorFieldData) AppendRows(dataRows interface{}, validDataRows interface{}) error

func (*SparseFloatVectorFieldData) AppendValidDataRows 

func (data *SparseFloatVectorFieldData) AppendValidDataRows(rows interface{}) error

func (*SparseFloatVectorFieldData) GetDataRows 

func (data *SparseFloatVectorFieldData) GetDataRows() any

func (*SparseFloatVectorFieldData) GetDataType 

func (data *SparseFloatVectorFieldData) GetDataType() schemapb.DataType

func (*SparseFloatVectorFieldData) GetMemorySize 

func (data *SparseFloatVectorFieldData) GetMemorySize() int

func (*SparseFloatVectorFieldData) GetNullable 

func (data *SparseFloatVectorFieldData) GetNullable() bool

func (*SparseFloatVectorFieldData) GetRow 

func (data *SparseFloatVectorFieldData) GetRow(i int) interface{}

func (*SparseFloatVectorFieldData) GetRowSize 

func (data *SparseFloatVectorFieldData) GetRowSize(i int) int

func (*SparseFloatVectorFieldData) RowNum 

func (data *SparseFloatVectorFieldData) RowNum() int

type StatsLogType 

type StatsLogType int64
const (
	DefaultStatsType StatsLogType = iota + 0

	// CompundStatsType log save multiple stats
	// and bloom filters to one file
	CompoundStatsType
)

func (StatsLogType) LogIdx 

func (s StatsLogType) LogIdx() string

type StatsReader 

type StatsReader struct {
	// contains filtered or unexported fields
}

StatsReader reads stats

func (*StatsReader) GetPrimaryKeyStats 

func (sr *StatsReader) GetPrimaryKeyStats() (*PrimaryKeyStats, error)

GetInt64Stats returns buffer as PrimaryKeyStats

func (*StatsReader) GetPrimaryKeyStatsList 

func (sr *StatsReader) GetPrimaryKeyStatsList() ([]*PrimaryKeyStats, error)

GetInt64Stats returns buffer as PrimaryKeyStats

func (*StatsReader) SetBuffer 

func (sr *StatsReader) SetBuffer(buffer []byte)

SetBuffer sets buffer

type StatsWriter 

type StatsWriter struct {
	// contains filtered or unexported fields
}

StatsWriter writes stats to buffer

func (*StatsWriter) Generate 

func (sw *StatsWriter) Generate(stats *PrimaryKeyStats) error

Generate writes Stats to buffer

func (*StatsWriter) GenerateByData 

func (sw *StatsWriter) GenerateByData(fieldID int64, pkType schemapb.DataType, msgs FieldData) error

GenerateByData writes Int64Stats or StringStats from @msgs with @fieldID to @buffer

func (*StatsWriter) GenerateList 

func (sw *StatsWriter) GenerateList(stats []*PrimaryKeyStats) error

GenerateList writes Stats slice to buffer

func (*StatsWriter) GetBuffer 

func (sw *StatsWriter) GetBuffer() []byte

GetBuffer returns buffer

type StringFieldData 

type StringFieldData struct {
	Data      []string
	DataType  schemapb.DataType
	ValidData []bool
	Nullable  bool
}

func (*StringFieldData) AppendDataRows 

func (data *StringFieldData) AppendDataRows(rows interface{}) error

func (*StringFieldData) AppendRow 

func (data *StringFieldData) AppendRow(row interface{}) error

func (*StringFieldData) AppendRows 

func (data *StringFieldData) AppendRows(dataRows interface{}, validDataRows interface{}) error

func (*StringFieldData) AppendValidDataRows 

func (data *StringFieldData) AppendValidDataRows(rows interface{}) error

func (*StringFieldData) GetDataRows 

func (data *StringFieldData) GetDataRows() any

func (*StringFieldData) GetDataType 

func (data *StringFieldData) GetDataType() schemapb.DataType

func (*StringFieldData) GetMemorySize 

func (data *StringFieldData) GetMemorySize() int

why not binary.Size(data) directly? binary.Size(data) return -1 binary.Size returns how many bytes Write would generate to encode the value v, which must be a fixed-size value or a slice of fixed-size values, or a pointer to such data. If v is neither of these, binary.Size returns -1.

func (*StringFieldData) GetNullable 

func (data *StringFieldData) GetNullable() bool

func (*StringFieldData) GetRow 

func (data *StringFieldData) GetRow(i int) any

func (*StringFieldData) GetRowSize 

func (data *StringFieldData) GetRowSize(i int) int

func (*StringFieldData) RowNum 

func (data *StringFieldData) RowNum() int

type StringFieldValue 

type StringFieldValue struct {
	Value string `json:"value"`
}

func NewStringFieldValue 

func NewStringFieldValue(v string) *StringFieldValue

func (*StringFieldValue) EQ 

func (sfv *StringFieldValue) EQ(obj ScalarFieldValue) bool

func (*StringFieldValue) GE 

func (sfv *StringFieldValue) GE(obj ScalarFieldValue) bool

func (*StringFieldValue) GT 

func (sfv *StringFieldValue) GT(obj ScalarFieldValue) bool

func (*StringFieldValue) GetValue 

func (sfv *StringFieldValue) GetValue() interface{}

func (*StringFieldValue) LE 

func (sfv *StringFieldValue) LE(obj ScalarFieldValue) bool

func (*StringFieldValue) LT 

func (sfv *StringFieldValue) LT(obj ScalarFieldValue) bool

func (*StringFieldValue) MarshalJSON 

func (sfv *StringFieldValue) MarshalJSON() ([]byte, error)

func (*StringFieldValue) SetValue 

func (sfv *StringFieldValue) SetValue(data interface{}) error

func (*StringFieldValue) Size 

func (sfv *StringFieldValue) Size() int64

func (*StringFieldValue) Type 

func (sfv *StringFieldValue) Type() schemapb.DataType

func (*StringFieldValue) UnmarshalJSON 

func (sfv *StringFieldValue) UnmarshalJSON(data []byte) error

type Timestamp 

type Timestamp = typeutil.Timestamp

Timestamp is type alias of typeutil.Timestamp

type UniqueID 

type UniqueID = typeutil.UniqueID

UniqueID is type alias of typeutil.UniqueID

func ParseSegmentIDByBinlog 

func ParseSegmentIDByBinlog(rootPath, path string) (UniqueID, error)

ParseSegmentIDByBinlog parse segment id from binlog paths if path format is not expected, returns error

type Value 

type Value struct {
	ID        int64
	PK        PrimaryKey
	Timestamp int64
	IsDeleted bool
	Value     interface{}
}

Value is the return value of Next

type VarCharFieldValue 

type VarCharFieldValue struct {
	Value string `json:"value"`
}

func NewVarCharFieldValue 

func NewVarCharFieldValue(v string) *VarCharFieldValue

func (*VarCharFieldValue) EQ 

func (vcfv *VarCharFieldValue) EQ(obj ScalarFieldValue) bool

func (*VarCharFieldValue) GE 

func (vcfv *VarCharFieldValue) GE(obj ScalarFieldValue) bool

func (*VarCharFieldValue) GT 

func (vcfv *VarCharFieldValue) GT(obj ScalarFieldValue) bool

func (*VarCharFieldValue) GetValue 

func (vcfv *VarCharFieldValue) GetValue() interface{}

func (*VarCharFieldValue) LE 

func (vcfv *VarCharFieldValue) LE(obj ScalarFieldValue) bool

func (*VarCharFieldValue) LT 

func (vcfv *VarCharFieldValue) LT(obj ScalarFieldValue) bool

func (*VarCharFieldValue) MarshalJSON 

func (vcfv *VarCharFieldValue) MarshalJSON() ([]byte, error)

func (*VarCharFieldValue) SetValue 

func (vcfv *VarCharFieldValue) SetValue(data interface{}) error

func (*VarCharFieldValue) Size 

func (vcfv *VarCharFieldValue) Size() int64

func (*VarCharFieldValue) Type 

func (vcfv *VarCharFieldValue) Type() schemapb.DataType

func (*VarCharFieldValue) UnmarshalJSON 

func (vcfv *VarCharFieldValue) UnmarshalJSON(data []byte) error

type VarCharPrimaryKey 

type VarCharPrimaryKey struct {
	Value string
}

func NewVarCharPrimaryKey 

func NewVarCharPrimaryKey(v string) *VarCharPrimaryKey

func (*VarCharPrimaryKey) EQ 

func (vcp *VarCharPrimaryKey) EQ(key PrimaryKey) bool

func (*VarCharPrimaryKey) GE 

func (vcp *VarCharPrimaryKey) GE(key PrimaryKey) bool

func (*VarCharPrimaryKey) GT 

func (vcp *VarCharPrimaryKey) GT(key PrimaryKey) bool

func (*VarCharPrimaryKey) GetValue 

func (vcp *VarCharPrimaryKey) GetValue() interface{}

func (*VarCharPrimaryKey) LE 

func (vcp *VarCharPrimaryKey) LE(key PrimaryKey) bool

func (*VarCharPrimaryKey) LT 

func (vcp *VarCharPrimaryKey) LT(key PrimaryKey) bool

func (*VarCharPrimaryKey) MarshalJSON 

func (vcp *VarCharPrimaryKey) MarshalJSON() ([]byte, error)

func (*VarCharPrimaryKey) SetValue 

func (vcp *VarCharPrimaryKey) SetValue(data interface{}) error

func (*VarCharPrimaryKey) Size 

func (vcp *VarCharPrimaryKey) Size() int64

func (*VarCharPrimaryKey) Type 

func (vcp *VarCharPrimaryKey) Type() schemapb.DataType

func (*VarCharPrimaryKey) UnmarshalJSON 

func (vcp *VarCharPrimaryKey) UnmarshalJSON(data []byte) error

type VarcharPrimaryKeys 

type VarcharPrimaryKeys struct {
	// contains filtered or unexported fields
}

func NewVarcharPrimaryKeys 

func NewVarcharPrimaryKeys(cap int64) *VarcharPrimaryKeys

func (*VarcharPrimaryKeys) Append 

func (pks *VarcharPrimaryKeys) Append(values ...PrimaryKey) error

func (*VarcharPrimaryKeys) AppendRaw 

func (pks *VarcharPrimaryKeys) AppendRaw(values ...string)

func (*VarcharPrimaryKeys) Get 

func (pks *VarcharPrimaryKeys) Get(idx int) PrimaryKey

func (*VarcharPrimaryKeys) Len 

func (pks *VarcharPrimaryKeys) Len() int

func (*VarcharPrimaryKeys) MustAppend 

func (pks *VarcharPrimaryKeys) MustAppend(values ...PrimaryKey)

func (*VarcharPrimaryKeys) MustMerge 

func (pks *VarcharPrimaryKeys) MustMerge(another PrimaryKeys)

func (*VarcharPrimaryKeys) Size 

func (pks *VarcharPrimaryKeys) Size() int64

func (*VarcharPrimaryKeys) Type 

func (pks *VarcharPrimaryKeys) Type() schemapb.DataType

type VectorFieldValue 

type VectorFieldValue interface {
	MarshalJSON() ([]byte, error)
	UnmarshalJSON(data []byte) error
	SetValue(interface{}) error
	GetValue() interface{}
	Type() schemapb.DataType
	Size() int64
}

func NewVectorFieldValue 

func NewVectorFieldValue(dtype schemapb.DataType, data *schemapb.VectorField) VectorFieldValue

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