labelarray

package
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Published: Apr 3, 2017 License: BSD-3-Clause Imports: 25 Imported by: 0

Documentation

Overview

Package labelarray tailors the voxels data type for 64-bit labels and allows loading of NRGBA images (e.g., Raveler superpixel PNG images) that implicitly use slice Z as part of the label index.

Index

Constants

View Source
const (
	Version  = "0.1"
	RepoURL  = "github.com/janelia-flyem/dvid/datatype/labelarray"
	TypeName = "labelarray"
)
View Source
const (
	DownsizeBlockEvent  = "LABELS64_DOWNSIZE_ADD"
	DownsizeCommitEvent = "LABELS64_DOWNSIZE_COMMIT"

	IngestBlockEvent = "LABELS64_BLOCK_INGEST"
	MutateBlockEvent = "LABELS64_BLOCK_MUTATE"
	DeleteBlockEvent = "LABELS64_BLOCK_DELETE"
)
View Source
const HelpMessage = `` /* 26511-byte string literal not displayed */
View Source
const KVWriteSize = 500

KVWriteSize is the # of key-value pairs we will write as one atomic batch write.

Variables

View Source
var (
	DefaultBlockSize int32   = 64
	DefaultRes       float32 = imageblk.DefaultRes
	DefaultUnits             = imageblk.DefaultUnits
)

Functions

func DecodeBlockTKey

func DecodeBlockTKey(tk storage.TKey) (*dvid.IndexZYX, error)

DecodeBlockTKey returns a spatial index from a label block key. TODO: Extend this when necessary to allow any form of spatial indexing like CZYX.

func DecodeLabelIndexTKey

func DecodeLabelIndexTKey(tk storage.TKey) (label uint64, err error)

DecodeLabelIndexTKey parses a TKey and returns the corresponding label.

func EncodeFormat

func EncodeFormat() dvid.DataValues

func GetBinaryData

func GetBinaryData(compression string, in io.ReadCloser, estsize int64) ([]byte, error)

GetBinaryData returns label data from a potentially compressed ("lz4", "gzip") reader.

func NewBlockTKey

func NewBlockTKey(idx dvid.Index) storage.TKey

NewBlockTKey returns a TKey for a label block, which is a slice suitable for lexicographical ordering on zyx coordinates.

func NewBlockTKeyByCoord

func NewBlockTKeyByCoord(izyx dvid.IZYXString) storage.TKey

NewBlockTKeyByCoord returns a TKey for a block coord in string format.

func NewLabelIndexTKey

func NewLabelIndexTKey(label uint64) storage.TKey

NewLabelIndexTKey returns a TKey corresponding to a label. Value will hold block coords that contain the label.

func RavelerSuperpixelBytes

func RavelerSuperpixelBytes(slice, superpixel32 uint32) []byte

RavelerSuperpixelBytes returns an encoded slice for Raveler (slice, superpixel) tuple. TODO -- Move Raveler-specific functions out of DVID.

func ZeroBytes

func ZeroBytes() []byte

ZeroBytes returns a slice of bytes that represents the zero label.

Types

type Data

type Data struct {
	*imageblk.Data
	datastore.Updater

	// The maximum label id found in each version of this instance.
	// Can be unset if no new label was added at that version, in which case
	// you must traverse DAG to find max label of parent.
	MaxLabel map[dvid.VersionID]uint64

	// The maximum label for this instance in the entire repo.  This allows us to do
	// conflict-free merges without any relabeling.  Note that relabeling (rebasing)
	// is required if we move data between repos, e.g., when pushing remote nodes,
	// since we have no control over which labels were created remotely and there
	// could be conflicts between the local and remote repos.  When mutations only
	// occur within a single repo, however, this atomic label allows us to prevent
	// conflict across all versions within this repo.
	MaxRepoLabel uint64
	// contains filtered or unexported fields
}

Data of labelarray type is an extended form of imageblk Data

func GetByDataUUID

func GetByDataUUID(dataUUID dvid.UUID) (*Data, error)

GetByDataUUID returns a pointer to labelarray data given a data UUID.

func GetByUUIDName

func GetByUUIDName(uuid dvid.UUID, name dvid.InstanceName) (*Data, error)

GetByUUIDName returns a pointer to labelarray data given a UUID and data name.

func GetByVersionName

func GetByVersionName(v dvid.VersionID, name dvid.InstanceName) (*Data, error)

GetByVersionName returns a pointer to labelarray data given a version and data name.

func NewData

func NewData(uuid dvid.UUID, id dvid.InstanceID, name dvid.InstanceName, c dvid.Config) (*Data, error)

NewData returns a pointer to labelarray data.

func (*Data) BlockSize

func (d *Data) BlockSize() dvid.Point

func (*Data) CopyPropertiesFrom

func (d *Data) CopyPropertiesFrom(src datastore.DataService, fs storage.FilterSpec) error

CopyPropertiesFrom copies the data instance-specific properties from a given data instance into the receiver's properties.

func (*Data) CreateComposite

func (d *Data) CreateComposite(request datastore.Request, reply *datastore.Response) error

CreateComposite creates a new rgba8 image by combining hash of labels + the grayscale

func (*Data) CreateCompositeChunk

func (d *Data) CreateCompositeChunk(chunk *storage.Chunk) error

CreateCompositeChunk processes each chunk of labels and grayscale data, saving the composited result into an rgba8. Only some multiple of the # of CPU cores can be used for chunk handling before it waits for chunk processing to abate via the buffered server.HandlerToken channel.

func (*Data) DeleteBlocks

func (d *Data) DeleteBlocks(ctx *datastore.VersionedCtx, start dvid.ChunkPoint3d, span int) error

func (*Data) DoRPC

func (d *Data) DoRPC(req datastore.Request, reply *datastore.Response) error

DoRPC acts as a switchboard for RPC commands.

func (*Data) Equals

func (d *Data) Equals(d2 *Data) bool

func (*Data) Extents

func (d *Data) Extents() *dvid.Extents

func (*Data) FoundSparseVol

func (d *Data) FoundSparseVol(ctx *datastore.VersionedCtx, label uint64, bounds dvid.Bounds) (bool, error)

FoundSparseVol returns true if a sparse volume is found for the given label within the given bounds.

func (*Data) GetBlocks

func (d *Data) GetBlocks(v dvid.VersionID, start dvid.ChunkPoint3d, span int) ([]byte, error)

GetBlocks returns a slice of bytes corresponding to all the blocks along a span in X

func (*Data) GetImage

func (d *Data) GetImage(v dvid.VersionID, vox *Labels, roiname dvid.InstanceName) (*dvid.Image, error)

GetImage retrieves a 2d image from a version node given a geometry of labels.

func (*Data) GetLabelAtPoint

func (d *Data) GetLabelAtPoint(v dvid.VersionID, pt dvid.Point) (uint64, error)

GetLabelAtPoint returns the 64-bit unsigned int label for a given point.

func (*Data) GetLabelBlock

func (d *Data) GetLabelBlock(v dvid.VersionID, blockCoord dvid.ChunkPoint3d) ([]byte, error)

GetLabelBlock returns a block of labels corresponding to the block coordinate.

func (*Data) GetLabelBytesAtPoint

func (d *Data) GetLabelBytesAtPoint(v dvid.VersionID, pt dvid.Point) ([]byte, error)

GetLabelBytesAtPoint returns the 8 byte slice corresponding to a 64-bit label at a point.

func (*Data) GetLabelMeta

func (d *Data) GetLabelMeta(ctx *datastore.VersionedCtx, lbls labels.Set, bounds dvid.Bounds) (*Meta, error)

GetLabelMeta returns a sorted list of ZYX blocks that contain the given labels. If block bounds are set, the number of voxels is unknown and set to zero.

func (*Data) GetLabels

func (d *Data) GetLabels(v dvid.VersionID, vox *Labels, r *imageblk.ROI) error

GetLabels copies labels from the storage engine to Labels, a requested subvolume or 2d image.

func (*Data) GetLegacyRLE

func (d *Data) GetLegacyRLE(ctx *datastore.VersionedCtx, label uint64, bounds dvid.Bounds, old bool) ([]byte, error)

GetLegacyRLE returns an encoded sparse volume given a label and an output format. If the old flag is true, the RLEs are computed using label volume instead of directly from the compressed label Blocks.

func (*Data) GetMappedLabelMeta

func (d *Data) GetMappedLabelMeta(ctx *datastore.VersionedCtx, label uint64, bounds dvid.Bounds) (meta *Meta, lbls labels.Set, err error)

GetMappedLabelMeta returns a sorted list of ZYX blocks that contain the given label, including all labels that could be undergoing merge into that label. If block bounds are set, the number of voxels is unknown and set to zero.

func (*Data) GetSparseCoarseVol

func (d *Data) GetSparseCoarseVol(ctx *datastore.VersionedCtx, label uint64, bounds dvid.Bounds) ([]byte, error)

GetSparseCoarseVol returns an encoded sparse volume given a label. The encoding has the following format where integers are little endian:

		byte     Set to 0
		uint8    Number of dimensions
		uint8    Dimension of run (typically 0 = X)
		byte     Reserved (to be used later)
		uint32    # Blocks [TODO.  0 for now]
		uint32    # Spans
		Repeating unit of:
    		int32   Block coordinate of run start (dimension 0)
    		int32   Block coordinate of run start (dimension 1)
    		int32   Block coordinate of run start (dimension 2)
    		int32   Length of run

func (*Data) GetSyncSubs

func (d *Data) GetSyncSubs(synced dvid.Data) (datastore.SyncSubs, error)

GetSyncSubs implements the datastore.Syncer interface

func (*Data) GetVolume

func (d *Data) GetVolume(v dvid.VersionID, vox *Labels, roiname dvid.InstanceName) ([]byte, error)

GetVolume retrieves a n-d volume from a version node given a geometry of labels.

func (*Data) GobDecode

func (d *Data) GobDecode(b []byte) error

func (*Data) GobEncode

func (d *Data) GobEncode() ([]byte, error)

func (*Data) InitDataHandlers

func (d *Data) InitDataHandlers() error

InitDataHandlers launches goroutines to handle each labelarray instance's syncs.

func (*Data) LoadImages

func (d *Data) LoadImages(v dvid.VersionID, offset dvid.Point, filenames []string) error

LoadImages bulk loads images using different techniques if it is a multidimensional file like HDF5 or a sequence of PNG/JPG/TIF images.

func (*Data) LoadMutable

func (d *Data) LoadMutable(root dvid.VersionID, storedVersion, expectedVersion uint64) (bool, error)

LoadMutable loads mutable properties of label volumes like the maximum labels for each version. Note that we load these max labels from key-value pairs rather than data instance properties persistence, because in the case of a crash, the actually stored repo data structure may be out-of-date compared to the guaranteed up-to-date key-value pairs for max labels.

func (*Data) MarshalJSON

func (d *Data) MarshalJSON() ([]byte, error)

func (*Data) MergeLabels

func (d *Data) MergeLabels(v dvid.VersionID, op labels.MergeOp) error

MergeLabels handles merging of any number of labels throughout the various label data structures. It assumes that the merges aren't cascading, e.g., there is no attempt to merge label 3 into 4 and also 4 into 5. The caller should have flattened the merges. TODO: Provide some indication that subset of labels are under evolution, returning

an "unavailable" status or 203 for non-authoritative response.  This might not be
feasible for clustered DVID front-ends due to coordination issues.

EVENTS

labels.MergeStartEvent occurs at very start of merge and transmits labels.DeltaMergeStart struct.

labels.MergeBlockEvent occurs for every block of a merged label and transmits labels.DeltaMerge struct.

labels.MergeEndEvent occurs at end of merge and transmits labels.DeltaMergeEnd struct.

func (*Data) NewLabel

func (d *Data) NewLabel(v dvid.VersionID) (uint64, error)

NewLabel returns a new label for the given version.

func (*Data) NewLabels

func (d *Data) NewLabels(geom dvid.Geometry, img interface{}) (*Labels, error)

NewLabels returns labelarray Labels, a representation of externally usable subvolume or slice data, given some geometry and optional image data. If img is passed in, the function will initialize Voxels with data from the image. Otherwise, it will allocate a zero buffer of appropriate size.

func (*Data) PushData

func (d *Data) PushData(p *datastore.PushSession) error

PushData pushes labelarray data to a remote DVID.

func (*Data) PutBlocks

func (d *Data) PutBlocks(v dvid.VersionID, mutID uint64, start dvid.ChunkPoint3d, span int, data io.ReadCloser, mutate bool) error

PutBlocks stores blocks of data in a span along X

func (*Data) PutLabelMeta

func (d *Data) PutLabelMeta(ctx *datastore.VersionedCtx, label uint64, meta *Meta) error

func (*Data) PutLabels

func (d *Data) PutLabels(v dvid.VersionID, subvol *dvid.Subvolume, data []byte, roiname dvid.InstanceName, mutate bool) error

PutLabels persists voxels from a subvolume into the storage engine. This involves transforming a supplied volume of uint64 with known geometry into many labels.Block that tiles the subvolume. Messages are sent to subscribers for ingest or mutate events.

func (*Data) ReadChunk

func (d *Data) ReadChunk(chunk *storage.Chunk) error

ReadChunk reads a chunk of data as part of a mapped operation. Only some multiple of the # of CPU cores can be used for chunk handling before it waits for chunk processing to abate via the buffered server.HandlerToken channel.

func (*Data) SendBlocks

func (d *Data) SendBlocks(ctx *datastore.VersionedCtx, w http.ResponseWriter, subvol *dvid.Subvolume, compression string) error

GetBlocks returns a slice of bytes corresponding to all the blocks along a span in X

func (*Data) ServeHTTP

func (d *Data) ServeHTTP(uuid dvid.UUID, ctx *datastore.VersionedCtx, w http.ResponseWriter, r *http.Request)

ServeHTTP handles all incoming HTTP requests for this data.

func (*Data) SetResolution

func (d *Data) SetResolution(uuid dvid.UUID, jsonBytes []byte) error

SetResolution loads JSON data giving Resolution.

func (*Data) Shutdown

func (d *Data) Shutdown()

Shutdown terminates blocks until syncs are done then terminates background goroutines processing data.

func (*Data) SplitCoarseLabels

func (d *Data) SplitCoarseLabels(v dvid.VersionID, fromLabel, splitLabel uint64, r io.ReadCloser) (toLabel uint64, err error)

SplitCoarseLabels splits a portion of a label's voxels into a given split label or, if the given split label is 0, a new label, which is returned. The input is a binary sparse volume defined by block coordinates and should be the smaller portion of a labeled region-to-be-split.

EVENTS

labels.SplitStartEvent occurs at very start of split and transmits labels.DeltaSplitStart struct.

labels.SplitBlockEvent occurs for every block of a split label and transmits labels.DeltaSplit struct.

labels.SplitEndEvent occurs at end of split and transmits labels.DeltaSplitEnd struct.

func (*Data) SplitLabels

func (d *Data) SplitLabels(v dvid.VersionID, fromLabel, splitLabel uint64, r io.ReadCloser) (toLabel uint64, err error)

SplitLabels splits a portion of a label's voxels into a given split label or, if the given split label is 0, a new label, which is returned. The input is a binary sparse volume and should preferably be the smaller portion of a labeled region. In other words, the caller should chose to submit for relabeling the smaller portion of any split. It is assumed that the given split voxels are within the fromLabel set of voxels and will generate unspecified behavior if this is not the case.

EVENTS

labels.SplitStartEvent occurs at very start of split and transmits labels.DeltaSplitStart struct.

labels.SplitBlockEvent occurs for every block of a split label and transmits labels.DeltaSplit struct.

labels.SplitEndEvent occurs at end of split and transmits labels.DeltaSplitEnd struct.

func (*Data) WriteLegacyRLE

func (d *Data) WriteLegacyRLE(ctx *datastore.VersionedCtx, label uint64, b dvid.Bounds, compression string, format SparseVolFormat, w io.Writer) (found bool, err error)

func (*Data) WriteStreamingRLE

func (d *Data) WriteStreamingRLE(ctx *datastore.VersionedCtx, label uint64, bounds dvid.Bounds, compression string, w io.Writer) (bool, error)

WriteStreamingRLE does a streaming write of an encoded sparse volume given a label. It returns a bool whether the label was found in the given bounds and any error.

type IngestedBlock

type IngestedBlock struct {
	Index *dvid.IndexZYX
	Data  *labels.Block
	MutID uint64
}

IngestedBlock encodes a 3d block coordinate and block data. It is the unit of delta for a IngestBlockEvent.

type Labels

type Labels struct {
	*imageblk.Voxels
}

Labels are voxels that have uint64 labels.

func (*Labels) ComputeTransform

func (v *Labels) ComputeTransform(tkey storage.TKey, blockSize dvid.Point) (blockBeg, dataBeg, dataEnd dvid.Point, err error)

ComputeTransform determines the block coordinate and beginning + ending voxel points for the data corresponding to the given Block.

func (*Labels) Interpolable

func (l *Labels) Interpolable() bool

func (*Labels) String

func (l *Labels) String() string

type Meta

type Meta struct {
	Voxels uint64         // Total # of voxels in label.
	Blocks dvid.IZYXSlice // Sorted block coordinates occupied by label.

}

Meta gives a high-level overview of all voxels in a label including the # voxels, block index.

func (Meta) MarshalBinary

func (m Meta) MarshalBinary() ([]byte, error)

MarshalBinary implements the encoding.BinaryMarshaler interface

func (*Meta) UnmarshalBinary

func (m *Meta) UnmarshalBinary(b []byte) error

UnmarshalBinary implements the encoding.BinaryUnmarshaler interface.

type MetaCache

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

MetaCache is a label Meta cache based on time since last access.

func MakeMetaCache

func MakeMetaCache(size uint16) *MetaCache

func (MetaCache) AddLabelMeta

func (m MetaCache) AddLabelMeta(label uint64, meta *Meta)

AddLabelMeta adds a label's Meta to the cache, possibly evicting older entries.

func (MetaCache) GetLabelMeta

func (m MetaCache) GetLabelMeta(label uint64) *Meta

GetLabelMeta returns a label's Meta if in the cache, else returns nil.

type MutatedBlock

type MutatedBlock struct {
	Index *dvid.IndexZYX
	Prev  *labels.Block
	Data  *labels.Block
	MutID uint64
}

MutatedBlock encodes a 3d block coordinate and previous and updated block data. It is the unit of delta for a MutateBlockEvent.

type SparseVolFormat

type SparseVolFormat uint8

SparseVolFormat indicates the type of encoding used for sparse volume representation.

const (
	// Legacy RLE encoding with header that gives # spans.
	FormatLegacyRLE SparseVolFormat = iota

	// Streaming RLE encoding
	FormatStreamingRLE

	// Streaming set of binary Blocks
	FormatBinaryBlocks

	// Legacy RLE encoding computed using old system.
	FormatLegacySlowRLE
)

type Type

type Type struct {
	imageblk.Type
}

Type uses imageblk data type by composition.

func (*Type) Help

func (dtype *Type) Help() string

func (*Type) NewDataService

func (dtype *Type) NewDataService(uuid dvid.UUID, id dvid.InstanceID, name dvid.InstanceName, c dvid.Config) (datastore.DataService, error)

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