external

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 Go to latest Published: Sep 23, 2024 License: Apache-2.0 Imports: 40 Imported by: 0

Documentation

Index

Constants

View Source 
const (
	// DefaultMemSizeLimit is the default memory size limit for writer.
	DefaultMemSizeLimit = 256 * size.MB
	// DefaultBlockSize is the default block size for writer.
	DefaultBlockSize = 16 * units.MiB
)

Variables

View Source 
var (
	// MaxMergingFilesPerThread is the maximum number of files that can be merged by a
	// single thread. This value comes from the fact that 16 threads are ok to merge 4k
	// files in parallel, so we set it to 250.
	MaxMergingFilesPerThread = 250
	// MinUploadPartSize is the minimum size of each part when uploading files to
	// external storage, which is 5MiB for both S3 and GCS.
	MinUploadPartSize int64 = 5 * units.MiB
)
View Source 
var (

	// MergeSortOverlapThreshold is the threshold of overlap between sorted kv files.
	// if the overlap ratio is greater than this threshold, we will merge the files.
	MergeSortOverlapThreshold int64 = 4000
	// MergeSortFileCountStep is the step of file count when we split the sorted kv files.
	MergeSortFileCountStep = 4000
)
View Source 
var (
	// ConcurrentReaderBufferSizePerConc is the buffer size for concurrent reader per
	// concurrency.
	ConcurrentReaderBufferSizePerConc = int(8 * size.MB)
)

Functions

func BytesMax 

func BytesMax(a, b []byte) []byte

BytesMax returns the largest of byte slice a and b.

func BytesMin 

func BytesMin(a, b []byte) []byte

BytesMin returns the smallest of byte slice a and b.

func CleanUpFiles 

func CleanUpFiles(ctx context.Context, store storage.ExternalStorage, subDir string) error

CleanUpFiles delete all data and stat files under one subDir.

func GetAllFileNames 

func GetAllFileNames(
	ctx context.Context,
	store storage.ExternalStorage,
	subDir string,
) ([]string, []string, error)

GetAllFileNames returns data file paths and stat file paths. Both paths are sorted.

func GetMaxOverlapping 

func GetMaxOverlapping(points []Endpoint) int64

GetMaxOverlapping returns the maximum overlapping weight treating given `points` as endpoints of intervals. `points` are not required to be sorted, and will be sorted in-place in this function.

func GetMaxOverlappingTotal 

func GetMaxOverlappingTotal(stats []MultipleFilesStat) int64

GetMaxOverlappingTotal assume the most overlapping case from given stats and returns the overlapping level.

func MergeOverlappingFiles 

func MergeOverlappingFiles(
	ctx context.Context,
	paths []string,
	store storage.ExternalStorage,
	partSize int64,
	newFilePrefix string,
	blockSize int,
	onClose OnCloseFunc,
	concurrency int,
	checkHotspot bool,
) error

MergeOverlappingFiles reads from given files whose key range may overlap and writes to new sorted, nonoverlapping files.

func MergeOverlappingFilesV2 

func MergeOverlappingFilesV2(
	ctx context.Context,
	multiFileStat []MultipleFilesStat,
	store storage.ExternalStorage,
	startKey []byte,
	endKey []byte,
	partSize int64,
	newFilePrefix string,
	writerID string,
	blockSize int,
	writeBatchCount uint64,
	propSizeDist uint64,
	propKeysDist uint64,
	onClose OnCloseFunc,
	concurrency int,
	checkHotspot bool,
) (err error)

MergeOverlappingFilesV2 reads from given files whose key range may overlap and writes to new sorted, nonoverlapping files. Using 1 readAllData and 1 writer.

func MockExternalEngine 

func MockExternalEngine(
	storage storage.ExternalStorage,
	keys [][]byte,
	values [][]byte,
) (dataFiles []string, statsFiles []string, err error)

MockExternalEngine generates an external engine with the given keys and values.

func MockExternalEngineWithWriter 

func MockExternalEngineWithWriter(
	storage storage.ExternalStorage,
	writer *Writer,
	subDir string,
	keys [][]byte,
	values [][]byte,
) (dataFiles []string, statsFiles []string, err error)

MockExternalEngineWithWriter generates an external engine with the given writer, keys and values.

func NewExternalEngine 

func NewExternalEngine(
	storage storage.ExternalStorage,
	dataFiles []string,
	statsFiles []string,
	startKey []byte,
	endKey []byte,
	jobKeys [][]byte,
	splitKeys [][]byte,
	keyAdapter common.KeyAdapter,
	duplicateDetection bool,
	duplicateDB *pebble.DB,
	dupDetectOpt common.DupDetectOpt,
	workerConcurrency int,
	ts uint64,
	totalKVSize int64,
	totalKVCount int64,
	checkHotspot bool,
) common.Engine

NewExternalEngine creates an (external) engine.

Types

type Endpoint 

type Endpoint struct {
	Key    []byte
	Tp     EndpointTp
	Weight int64 // all EndpointTp use positive weight
}

Endpoint represents an endpoint of an interval which can be used by GetMaxOverlapping.

type EndpointTp 

type EndpointTp int

EndpointTp is the type of Endpoint.Key. 

const (
	// ExclusiveEnd represents "..., Endpoint.Key)".
	ExclusiveEnd EndpointTp = iota
	// InclusiveStart represents "[Endpoint.Key, ...".
	InclusiveStart
	// InclusiveEnd represents "..., Endpoint.Key]".
	InclusiveEnd
)

type Engine 

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

Engine stored sorted key/value pairs in an external storage.

func (*Engine) Close 

func (e *Engine) Close() error

Close implements common.Engine.

func (*Engine) GetKeyRange 

func (e *Engine) GetKeyRange() (startKey []byte, endKey []byte, err error)

GetKeyRange implements common.Engine.

func (*Engine) GetRegionSplitKeys 

func (e *Engine) GetRegionSplitKeys() ([][]byte, error)

GetRegionSplitKeys implements common.Engine.

func (*Engine) ID 

func (e *Engine) ID() string

ID is the identifier of an engine.

func (*Engine) ImportedStatistics 

func (e *Engine) ImportedStatistics() (importedSize int64, importedKVCount int64)

ImportedStatistics returns the imported kv size and imported kv count.

func (*Engine) KVStatistics 

func (e *Engine) KVStatistics() (totalKVSize int64, totalKVCount int64)

KVStatistics returns the total kv size and total kv count.

func (*Engine) LoadIngestData 

func (e *Engine) LoadIngestData(
	ctx context.Context,
	outCh chan<- common.DataAndRanges,
) error

LoadIngestData loads the data from the external storage to memory in [start, end) range, so local backend can ingest it. The used byte slice of ingest data are allocated from Engine.bufPool and must be released by MemoryIngestData.DecRef().

func (*Engine) Reset 

func (e *Engine) Reset() error

Reset resets the memory buffer pool.

type EngineWriter 

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

EngineWriter implements backend.EngineWriter interface.

func NewEngineWriter 

func NewEngineWriter(w *Writer) *EngineWriter

NewEngineWriter creates a new EngineWriter.

func (*EngineWriter) AppendRows 

func (e *EngineWriter) AppendRows(ctx context.Context, _ []string, rows encode.Rows) error

AppendRows implements backend.EngineWriter interface.

func (*EngineWriter) Close 

func (e *EngineWriter) Close(ctx context.Context) (backend.ChunkFlushStatus, error)

Close implements backend.EngineWriter interface.

func (*EngineWriter) IsSynced 

func (e *EngineWriter) IsSynced() bool

IsSynced implements backend.EngineWriter interface.

type KeyValueStore 

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

KeyValueStore stores key-value pairs and maintains the range properties.

func NewKeyValueStore 

func NewKeyValueStore(
	ctx context.Context,
	dataWriter storage.ExternalFileWriter,
	rangePropertiesCollector *rangePropertiesCollector,
) (*KeyValueStore, error)

NewKeyValueStore creates a new KeyValueStore. The data will be written to the given dataWriter and range properties will be maintained in the given rangePropertiesCollector.

func (*KeyValueStore) Close 

func (s *KeyValueStore) Close()

Close closes the KeyValueStore and append the last range property.

type MemoryIngestData 

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

MemoryIngestData is the in-memory implementation of IngestData.

func (*MemoryIngestData) DecRef 

func (m *MemoryIngestData) DecRef()

DecRef implements IngestData.DecRef.

func (*MemoryIngestData) Finish 

func (m *MemoryIngestData) Finish(totalBytes, totalCount int64)

Finish implements IngestData.Finish.

func (*MemoryIngestData) GetFirstAndLastKey 

func (m *MemoryIngestData) GetFirstAndLastKey(lowerBound, upperBound []byte) ([]byte, []byte, error)

GetFirstAndLastKey implements IngestData.GetFirstAndLastKey.

func (*MemoryIngestData) GetTS 

func (m *MemoryIngestData) GetTS() uint64

GetTS implements IngestData.GetTS.

func (*MemoryIngestData) IncRef 

func (m *MemoryIngestData) IncRef()

IncRef implements IngestData.IncRef.

func (*MemoryIngestData) NewIter 

func (m *MemoryIngestData) NewIter(
	ctx context.Context,
	lowerBound, upperBound []byte,
	bufPool *membuf.Pool,
) common.ForwardIter

NewIter implements IngestData.NewIter.

type MergeKVIter 

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

MergeKVIter is an iterator that merges multiple sorted KV pairs from different files.

func NewMergeKVIter 

func NewMergeKVIter(
	ctx context.Context,
	paths []string,
	pathsStartOffset []uint64,
	exStorage storage.ExternalStorage,
	readBufferSize int,
	checkHotspot bool,
	outerConcurrency int,
) (*MergeKVIter, error)

NewMergeKVIter creates a new MergeKVIter. The KV can be accessed by calling Next() then Key() or Values(). readBufferSize is the buffer size for each file reader, which means the total memory usage is readBufferSize * len(paths).

func (*MergeKVIter) Close 

func (i *MergeKVIter) Close() error

Close closes the iterator.

func (*MergeKVIter) Error 

func (i *MergeKVIter) Error() error

Error returns the error of the iterator.

func (*MergeKVIter) Key 

func (i *MergeKVIter) Key() []byte

Key returns the current key.

func (*MergeKVIter) Next 

func (i *MergeKVIter) Next() bool

Next moves the iterator to the next position. When it returns false, the iterator is not usable.

func (*MergeKVIter) Value 

func (i *MergeKVIter) Value() []byte

Value returns the current value.

type MergePropIter 

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

MergePropIter is an iterator that merges multiple range properties from different files.

func NewMergePropIter 

func NewMergePropIter(
	ctx context.Context,
	multiStat []MultipleFilesStat,
	exStorage storage.ExternalStorage,
) (*MergePropIter, error)

NewMergePropIter creates a new MergePropIter.

Input MultipleFilesStat should be processed by functions like MergeOverlappingFiles to reduce overlapping to less than MergeSortOverlapThreshold. MergePropIter will only open needed MultipleFilesStat and its Filenames when iterates, and input MultipleFilesStat must guarantee its order and its Filename order can be process from left to right.

func (*MergePropIter) Close 

func (i *MergePropIter) Close() error

Close closes the iterator.

func (*MergePropIter) Error 

func (i *MergePropIter) Error() error

Error returns the error of the iterator.

func (*MergePropIter) Next 

func (i *MergePropIter) Next() bool

Next moves the iterator to the next position.

type MultipleFilesStat 

type MultipleFilesStat struct {
	MinKey tidbkv.Key `json:"min-key"`
	MaxKey tidbkv.Key `json:"max-key"`
	// Filenames is a list of [dataFile, statFile] paris, and it's sorted by the
	// first key of the data file.
	Filenames         [][2]string `json:"filenames"`
	MaxOverlappingNum int64       `json:"max-overlapping-num"`
}

MultipleFilesStat is the statistic information of multiple files (currently every 500 files). It is used to estimate the data overlapping, and per-file statistic information maybe too big to loaded into memory.

type OnCloseFunc 

type OnCloseFunc func(summary *WriterSummary)

OnCloseFunc is the callback function when a writer is closed.

type OneFileWriter 

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

OneFileWriter is used to write data into external storage with only one file for data and stat.

func (*OneFileWriter) Close 

func (w *OneFileWriter) Close(ctx context.Context) error

Close closes the writer.

func (*OneFileWriter) Init 

func (w *OneFileWriter) Init(ctx context.Context, partSize int64) (err error)

Init inits the OneFileWriter and its underlying KeyValueStore.

func (*OneFileWriter) WriteRow 

func (w *OneFileWriter) WriteRow(ctx context.Context, idxKey, idxVal []byte) error

WriteRow implements ingest.Writer.

type RangeSplitter 

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

RangeSplitter is used to split key ranges of an external engine. Please see NewRangeSplitter and SplitOneRangesGroup for more details.

func NewRangeSplitter 

func NewRangeSplitter(
	ctx context.Context,
	multiFileStat []MultipleFilesStat,
	externalStorage storage.ExternalStorage,
	rangesGroupSize, rangesGroupKeyCnt int64,
	rangeJobSize, rangeJobKeyCnt int64,
	regionSplitSize, regionSplitKeyCnt int64,
) (*RangeSplitter, error)

NewRangeSplitter creates a new RangeSplitter to process the stat files of `multiFileStat` stored in `externalStorage`.

`rangesGroupSize` and `rangesGroupKeyCnt` controls the total size and key count limit of the ranges group returned by one `SplitOneRangesGroup` invocation. The ranges group may contain multiple range jobs and region split keys. The size and keys limit of one range job are controlled by `rangeJobSize` and `rangeJobKeyCnt`. The size and keys limit of intervals of region split keys are controlled by `regionSplitSize` and `regionSplitKeyCnt`.

func (*RangeSplitter) Close 

func (r *RangeSplitter) Close() error

Close release the resources of RangeSplitter.

func (*RangeSplitter) SplitOneRangesGroup 

func (r *RangeSplitter) SplitOneRangesGroup() (
	endKeyOfGroup []byte,
	dataFiles []string,
	statFiles []string,
	interiorRangeJobKeys [][]byte,
	regionSplitKeys [][]byte,
	err error,
)

SplitOneRangesGroup splits one ranges group may contain multiple range jobs and region split keys. `endKeyOfGroup` represents the end key of the group, but it will be nil when the group is the last one. `dataFiles` and `statFiles` are all the files that have overlapping key ranges in this group. `interiorRangeJobKeys` are the interior boundary keys of the range jobs, the range can be constructed with start/end key at caller. `regionSplitKeys` are the split keys that will be used later to split regions.

type SortedKVMeta 

type SortedKVMeta struct {
	StartKey           []byte              `json:"start-key"`
	EndKey             []byte              `json:"end-key"` // exclusive
	TotalKVSize        uint64              `json:"total-kv-size"`
	TotalKVCnt         uint64              `json:"total-kv-cnt"`
	MultipleFilesStats []MultipleFilesStat `json:"multiple-files-stats"`
}

SortedKVMeta is the meta of sorted kv.

func NewSortedKVMeta 

func NewSortedKVMeta(summary *WriterSummary) *SortedKVMeta

NewSortedKVMeta creates a SortedKVMeta from a WriterSummary. If the summary is empty, it will return a pointer to zero SortedKVMeta.

func (*SortedKVMeta) GetDataFiles 

func (m *SortedKVMeta) GetDataFiles() []string

GetDataFiles returns all data files in the meta.

func (*SortedKVMeta) GetStatFiles 

func (m *SortedKVMeta) GetStatFiles() []string

GetStatFiles returns all stat files in the meta.

func (*SortedKVMeta) Merge 

func (m *SortedKVMeta) Merge(other *SortedKVMeta)

Merge merges the other SortedKVMeta into this one.

func (*SortedKVMeta) MergeSummary 

func (m *SortedKVMeta) MergeSummary(summary *WriterSummary)

MergeSummary merges the WriterSummary into this SortedKVMeta.

type Writer 

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

Writer is used to write data into external storage.

func (*Writer) Close 

func (w *Writer) Close(ctx context.Context) error

Close closes the writer.

func (*Writer) LockForWrite 

func (w *Writer) LockForWrite() func()

LockForWrite implements ingest.Writer. Since flushKVs is thread-safe in external storage writer, this is implemented as noop.

func (*Writer) WriteRow 

func (w *Writer) WriteRow(ctx context.Context, key, val []byte, handle tidbkv.Handle) error

WriteRow implements ingest.Writer.

type WriterBuilder 

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

WriterBuilder builds a new Writer.

func NewWriterBuilder 

func NewWriterBuilder() *WriterBuilder

NewWriterBuilder creates a WriterBuilder.

func (*WriterBuilder) Build 

func (b *WriterBuilder) Build(
	store storage.ExternalStorage,
	prefix string,
	writerID string,
) *Writer

Build builds a new Writer. The files writer will create are under the prefix of "{prefix}/{writerID}".

func (*WriterBuilder) BuildOneFile 

func (b *WriterBuilder) BuildOneFile(
	store storage.ExternalStorage,
	prefix string,
	writerID string,
) *OneFileWriter

BuildOneFile builds a new one file Writer. The writer will create only one file under the prefix of "{prefix}/{writerID}".

func (*WriterBuilder) SetBlockSize 

func (b *WriterBuilder) SetBlockSize(blockSize int) *WriterBuilder

SetBlockSize sets the block size of pre-allocated buf in the writer.

func (*WriterBuilder) SetGroupOffset 

func (b *WriterBuilder) SetGroupOffset(offset int) *WriterBuilder

SetGroupOffset set the group offset of a writer. This can be used to group the summaries from different writers. For example, for adding multiple indexes with multi-schema-change, we use to distinguish the summaries from different indexes.

func (*WriterBuilder) SetKeyDuplicationEncoding 

func (b *WriterBuilder) SetKeyDuplicationEncoding(val bool) *WriterBuilder

SetKeyDuplicationEncoding sets if the writer can distinguish duplicate key.

func (*WriterBuilder) SetMemorySizeLimit 

func (b *WriterBuilder) SetMemorySizeLimit(size uint64) *WriterBuilder

SetMemorySizeLimit sets the memory size limit of the writer. When accumulated data size exceeds this limit, the writer will flush data as a file to external storage. When the writer is OneFileWriter SetMemorySizeLimit sets the preAllocated memory buffer size.

func (*WriterBuilder) SetOnCloseFunc 

func (b *WriterBuilder) SetOnCloseFunc(onClose OnCloseFunc) *WriterBuilder

SetOnCloseFunc sets the callback function when a writer is closed.

func (*WriterBuilder) SetPropKeysDistance 

func (b *WriterBuilder) SetPropKeysDistance(dist uint64) *WriterBuilder

SetPropKeysDistance sets the distance of range keys for each property.

func (*WriterBuilder) SetPropSizeDistance 

func (b *WriterBuilder) SetPropSizeDistance(dist uint64) *WriterBuilder

SetPropSizeDistance sets the distance of range size for each property.

type WriterSummary 

type WriterSummary struct {
	WriterID    string
	GroupOffset int
	Seq         int
	// Min and Max are the min and max key written by this writer, both are
	// inclusive, i.e. [Min, Max].
	// will be empty if no key is written.
	Min                tidbkv.Key
	Max                tidbkv.Key
	TotalSize          uint64
	TotalCnt           uint64
	MultipleFilesStats []MultipleFilesStat
}

WriterSummary is the summary of a writer.

Source Files

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