exec

package
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 Go to latest Published: Sep 26, 2018 License: Apache-2.0, BSD-3-Clause, MIT Imports: 30 Imported by: 0

Documentation

Overview

Package exec contains runtime plan representation and execution. A pipeline must be translated to a runtime plan to be executed.

Index

Constants

This section is empty.

Variables

This section is empty.

Functions

func Convert 

func Convert(v interface{}, to reflect.Type) interface{}

Convert converts type of the runtime value to the desired one. It is needed to drop the universal type and convert Aggregate types.

func DecodeWindowedValueHeader 

func DecodeWindowedValueHeader(dec WindowDecoder, r io.Reader) ([]typex.Window, typex.EventTime, error)

DecodeWindowedValueHeader deserializes a windowed value header.

func EncodeElement 

func EncodeElement(c ElementEncoder, val interface{}) ([]byte, error)

EncodeElement is a convenience function for encoding a single element into a byte slice.

func EncodeWindow 

func EncodeWindow(c WindowEncoder, w typex.Window) ([]byte, error)

EncodeWindow is a convenience function for encoding a single window into a byte slice.

func EncodeWindowedValueHeader 

func EncodeWindowedValueHeader(enc WindowEncoder, ws []typex.Window, t typex.EventTime, w io.Writer) error

EncodeWindowedValueHeader serializes a windowed value header.

func MultiFinishBundle 

func MultiFinishBundle(ctx context.Context, list ...Node) error

MultiFinishBundle calls StartBundle on multiple nodes. Convenience function.

func MultiStartBundle 

func MultiStartBundle(ctx context.Context, id string, data DataContext, list ...Node) error

MultiStartBundle calls StartBundle on multiple nodes. Convenience function.

func RegisterEmitter 

func RegisterEmitter(t reflect.Type, maker func(ElementProcessor) ReusableEmitter)

RegisterEmitter registers an emitter for the given type, such as "func(int)". If multiple emitters are registered for the same type, the last registration wins.

func RegisterInput 

func RegisterInput(t reflect.Type, maker func(ReStream) ReusableInput)

RegisterInput registers an input handler for the given type, such as "func(*int)bool". If multiple input handlers are registered for the same type, the last registration wins.

Types

type Combine 

type Combine struct {
	UID     UnitID
	Fn      *graph.CombineFn
	UsesKey bool
	Out     Node
	// contains filtered or unexported fields
}

Combine is a Combine executor. Combiners do not have side inputs (or output).

func (*Combine) Down 

func (n *Combine) Down(ctx context.Context) error

Down runs the ParDo's TeardownFn.

func (*Combine) FinishBundle 

func (n *Combine) FinishBundle(ctx context.Context) error

FinishBundle completes this node's processing of a bundle.

func (*Combine) ID 

func (n *Combine) ID() UnitID

ID returns the UnitID for this node.

func (*Combine) ProcessElement 

func (n *Combine) ProcessElement(ctx context.Context, value FullValue, values ...ReStream) error

ProcessElement combines elements grouped by key using the CombineFn's AddInput, MergeAccumulators, and ExtractOutput functions.

func (*Combine) StartBundle 

func (n *Combine) StartBundle(ctx context.Context, id string, data DataContext) error

StartBundle initializes processing this bundle for combines.

func (*Combine) String 

func (n *Combine) String() string

func (*Combine) Up 

func (n *Combine) Up(ctx context.Context) error

Up initializes this CombineFn and runs its SetupFn() method.

type DataContext 

type DataContext struct {
	Data      DataManager
	SideInput SideInputReader
}

DataContext holds connectors to various data connections, incl. state and side input.

type DataManager 

type DataManager interface {
	// OpenRead opens a closable byte stream for reading.
	OpenRead(ctx context.Context, id StreamID) (io.ReadCloser, error)
	// OpenWrite opens a closable byte stream for writing.
	OpenWrite(ctx context.Context, id StreamID) (io.WriteCloser, error)
}

DataManager manages external data byte streams. Each data stream can be opened by one consumer only.

type DataSink 

type DataSink struct {
	UID   UnitID
	SID   StreamID
	Coder *coder.Coder
	// contains filtered or unexported fields
}

DataSink is a Node.

func (*DataSink) Down 

func (n *DataSink) Down(ctx context.Context) error

func (*DataSink) FinishBundle 

func (n *DataSink) FinishBundle(ctx context.Context) error

func (*DataSink) ID 

func (n *DataSink) ID() UnitID

func (*DataSink) ProcessElement 

func (n *DataSink) ProcessElement(ctx context.Context, value FullValue, values ...ReStream) error

func (*DataSink) StartBundle 

func (n *DataSink) StartBundle(ctx context.Context, id string, data DataContext) error

func (*DataSink) String 

func (n *DataSink) String() string

func (*DataSink) Up 

func (n *DataSink) Up(ctx context.Context) error

type DataSource 

type DataSource struct {
	UID   UnitID
	SID   StreamID
	Coder *coder.Coder
	Out   Node
	// contains filtered or unexported fields
}

DataSource is a Root execution unit.

func (*DataSource) Down 

func (n *DataSource) Down(ctx context.Context) error

func (*DataSource) FinishBundle 

func (n *DataSource) FinishBundle(ctx context.Context) error

func (*DataSource) ID 

func (n *DataSource) ID() UnitID

func (*DataSource) Process 

func (n *DataSource) Process(ctx context.Context) error

func (*DataSource) Progress 

func (n *DataSource) Progress() ProgressReportSnapshot

Progress returns a snapshot of the source's progress.

func (*DataSource) StartBundle 

func (n *DataSource) StartBundle(ctx context.Context, id string, data DataContext) error

func (*DataSource) String 

func (n *DataSource) String() string

func (*DataSource) Up 

func (n *DataSource) Up(ctx context.Context) error

type Decoder 

type Decoder interface {
	// Decode decodes the []byte in to a value of the given type.
	Decode(reflect.Type, []byte) (interface{}, error)
}

Decoder is a uniform custom encoder interface. It wraps various forms of reflectx.Funcs.

type Discard 

type Discard struct {
	// UID is the unit identifier.
	UID UnitID
}

Discard silently discard all elements. It is implicitly inserted for any loose ends in the pipeline.

func (*Discard) Down 

func (d *Discard) Down(ctx context.Context) error

func (*Discard) FinishBundle 

func (d *Discard) FinishBundle(ctx context.Context) error

func (*Discard) ID 

func (d *Discard) ID() UnitID

func (*Discard) ProcessElement 

func (d *Discard) ProcessElement(ctx context.Context, value FullValue, values ...ReStream) error

func (*Discard) StartBundle 

func (d *Discard) StartBundle(ctx context.Context, id string, data DataContext) error

func (*Discard) String 

func (d *Discard) String() string

func (*Discard) Up 

func (d *Discard) Up(ctx context.Context) error

type ElementDecoder 

type ElementDecoder interface {
	// Decode deserializes a value from the given reader.
	Decode(io.Reader) (FullValue, error)
}

ElementDecoder handles FullValue deserialization from a byte stream. The decoder can be reused, even if an error is encountered. Concurrency-safe.

func MakeElementDecoder 

func MakeElementDecoder(c *coder.Coder) ElementDecoder

MakeElementDecoder returns a ElementDecoder for the given coder. It panics if given a coder with stream types, such as GBK.

type ElementEncoder 

type ElementEncoder interface {
	// Encode serializes the given value to the writer.
	Encode(FullValue, io.Writer) error
}

ElementEncoder handles FullValue serialization to a byte stream. The encoder can be reused, even if an error is encountered. Concurrency-safe.

func MakeElementEncoder 

func MakeElementEncoder(c *coder.Coder) ElementEncoder

MakeElementEncoder returns a ElementCoder for the given coder. It panics if given a coder with stream types, such as GBK.

type ElementProcessor 

type ElementProcessor interface {
	// Call processes a single element. If GBK or CoGBK result, the values
	// are populated. Otherwise, they're empty.
	ProcessElement(ctx context.Context, elm FullValue, values ...ReStream) error
}

ElementProcessor presents a component that can process an element.

type Encoder 

type Encoder interface {
	// Encode encodes the given value (of the given type).
	Encode(reflect.Type, interface{}) ([]byte, error)
}

Encoder is a uniform custom encoder interface. It wraps various forms of reflectx.Funcs.

type Expand 

type Expand struct {
	// UID is the unit identifier.
	UID UnitID

	ValueDecoders []ElementDecoder

	Out Node
}

func (*Expand) Down 

func (n *Expand) Down(ctx context.Context) error

func (*Expand) FinishBundle 

func (n *Expand) FinishBundle(ctx context.Context) error

func (*Expand) ID 

func (n *Expand) ID() UnitID

func (*Expand) ProcessElement 

func (n *Expand) ProcessElement(ctx context.Context, elm FullValue, values ...ReStream) error

func (*Expand) StartBundle 

func (n *Expand) StartBundle(ctx context.Context, id string, data DataContext) error

func (*Expand) String 

func (n *Expand) String() string

func (*Expand) Up 

func (n *Expand) Up(ctx context.Context) error

type ExtractOutput 

type ExtractOutput struct {
	*Combine
}

ExtractOutput is an executor for extracting output from a lifted combine.

func (*ExtractOutput) ProcessElement 

func (n *ExtractOutput) ProcessElement(ctx context.Context, value FullValue, values ...ReStream) error

ProcessElement accepts an accumulator value, and extracts the final return type from it.

func (*ExtractOutput) String 

func (n *ExtractOutput) String() string

type FixedKey 

type FixedKey struct {
	// UID is the unit identifier.
	UID UnitID
	// Key is the given key
	Key interface{}
	// Out is the successor node.
	Out Node
}

FixedKey transform any value into KV<K, V> for a fixed K.

func (*FixedKey) Down 

func (n *FixedKey) Down(ctx context.Context) error

func (*FixedKey) FinishBundle 

func (n *FixedKey) FinishBundle(ctx context.Context) error

func (*FixedKey) ID 

func (n *FixedKey) ID() UnitID

func (*FixedKey) ProcessElement 

func (n *FixedKey) ProcessElement(ctx context.Context, elm FullValue, values ...ReStream) error

func (*FixedKey) StartBundle 

func (n *FixedKey) StartBundle(ctx context.Context, id string, data DataContext) error

func (*FixedKey) String 

func (n *FixedKey) String() string

func (*FixedKey) Up 

func (n *FixedKey) Up(ctx context.Context) error

type FixedReStream 

type FixedReStream struct {
	Buf []FullValue
}

FixedReStream is a simple in-memory ReSteam.

func (*FixedReStream) Open 

func (n *FixedReStream) Open() (Stream, error)

type FixedStream 

type FixedStream struct {
	Buf []FullValue
	// contains filtered or unexported fields
}

FixedStream is a simple in-memory Stream from a fixed array.

func (*FixedStream) Close 

func (s *FixedStream) Close() error

func (*FixedStream) Read 

func (s *FixedStream) Read() (FullValue, error)

type Flatten 

type Flatten struct {
	// UID is the unit identifier.
	UID UnitID
	// N is the number of incoming edges.
	N int
	// Out is the output node.
	Out Node
	// contains filtered or unexported fields
}

Flatten is a fan-in node. It ensures that Start/FinishBundle are only called once downstream.

func (*Flatten) Down 

func (m *Flatten) Down(ctx context.Context) error

func (*Flatten) FinishBundle 

func (m *Flatten) FinishBundle(ctx context.Context) error

func (*Flatten) ID 

func (m *Flatten) ID() UnitID

func (*Flatten) ProcessElement 

func (m *Flatten) ProcessElement(ctx context.Context, elm FullValue, values ...ReStream) error

func (*Flatten) StartBundle 

func (m *Flatten) StartBundle(ctx context.Context, id string, data DataContext) error

func (*Flatten) String 

func (m *Flatten) String() string

func (*Flatten) Up 

func (m *Flatten) Up(ctx context.Context) error

type FullValue 

type FullValue struct {
	Elm  interface{} // Element or KV key.
	Elm2 interface{} // KV value, if not invalid

	Timestamp typex.EventTime
	Windows   []typex.Window
}

FullValue represents the full runtime value for a data element, incl. the implicit context. The result of a GBK or CoGBK is not a single FullValue. The consumer is responsible for converting the values to the correct type.

func Invoke 

func Invoke(ctx context.Context, ws []typex.Window, ts typex.EventTime, fn *funcx.Fn, opt *MainInput, extra ...interface{}) (*FullValue, error)

Invoke invokes the fn with the given values. The extra values must match the non-main side input and emitters. It returns the direct output, if any.

func InvokeWithoutEventTime 

func InvokeWithoutEventTime(ctx context.Context, fn *funcx.Fn, opt *MainInput, extra ...interface{}) (*FullValue, error)

InvokeWithoutEventTime runs the given function at time 0 in the global window.

func ReadAll 

func ReadAll(rs ReStream) ([]FullValue, error)

ReadAll read a full restream and returns the result.

func (FullValue) String 

func (v FullValue) String() string

type GenID 

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

GenID is a simple UnitID generator.

func (*GenID) New 

func (g *GenID) New() UnitID

New returns a fresh ID.

type Inject 

type Inject struct {
	// UID is the unit identifier.
	UID UnitID
	// N is the index (tag) in the union.
	N int
	// ValueCoder is the encoder for the value part of the incoming KV<K,V>.
	ValueEncoder ElementEncoder
	// Out is the successor node.
	Out Node
}

Inject injects the predecessor index into each FullValue and encodes the value, effectively converting KV<X,Y> into KV<X,KV<int,[]byte>>. Used in combination with Expand.

func (*Inject) Down 

func (n *Inject) Down(ctx context.Context) error

func (*Inject) FinishBundle 

func (n *Inject) FinishBundle(ctx context.Context) error

func (*Inject) ID 

func (n *Inject) ID() UnitID

func (*Inject) ProcessElement 

func (n *Inject) ProcessElement(ctx context.Context, elm FullValue, values ...ReStream) error

func (*Inject) StartBundle 

func (n *Inject) StartBundle(ctx context.Context, id string, data DataContext) error

func (*Inject) String 

func (n *Inject) String() string

func (*Inject) Up 

func (n *Inject) Up(ctx context.Context) error

type LiftedCombine 

type LiftedCombine struct {
	*Combine
	// contains filtered or unexported fields
}

LiftedCombine is an executor for combining values before grouping by keys for a lifted combine. Partially groups values by key within a bundle, accumulating them in an in memory cache, before emitting them in the FinishBundle step.

func (*LiftedCombine) Down 

func (n *LiftedCombine) Down(ctx context.Context) error

Down tears down the cache.

func (*LiftedCombine) FinishBundle 

func (n *LiftedCombine) FinishBundle(ctx context.Context) error

FinishBundle iterates through the cached (key, accumulator) pairs, and then processes the value in the bundle as normal.

func (*LiftedCombine) ProcessElement 

func (n *LiftedCombine) ProcessElement(ctx context.Context, value FullValue, values ...ReStream) error

ProcessElement takes a KV pair and combines values with the same into an accumulator, caching them until the bundle is complete.

func (*LiftedCombine) StartBundle 

func (n *LiftedCombine) StartBundle(ctx context.Context, id string, data DataContext) error

StartBundle initializes the in memory cache of keys to accumulators.

func (*LiftedCombine) String 

func (n *LiftedCombine) String() string

type MainInput 

type MainInput struct {
	Key    FullValue
	Values []ReStream
}

MainInput is the main input and is unfolded in the invocation, if present.

type MergeAccumulators 

type MergeAccumulators struct {
	*Combine
}

MergeAccumulators is an executor for merging accumulators from a lifted combine.

func (*MergeAccumulators) ProcessElement 

func (n *MergeAccumulators) ProcessElement(ctx context.Context, value FullValue, values ...ReStream) error

ProcessElement accepts a stream of accumulator values with the same key and runs the MergeAccumulatorsFn over them repeatedly.

func (*MergeAccumulators) String 

func (n *MergeAccumulators) String() string

func (*MergeAccumulators) Up 

func (n *MergeAccumulators) Up(ctx context.Context) error

Up eagerly gets the optimized binary merge function.

type Multiplex 

type Multiplex struct {
	// UID is the unit identifier.
	UID UnitID
	// Out is a list of output nodes.
	Out []Node
}

Multiplex is a fan-out node. It simply forwards any call to all downstream nodes.

func (*Multiplex) Down 

func (m *Multiplex) Down(ctx context.Context) error

func (*Multiplex) FinishBundle 

func (m *Multiplex) FinishBundle(ctx context.Context) error

func (*Multiplex) ID 

func (m *Multiplex) ID() UnitID

func (*Multiplex) ProcessElement 

func (m *Multiplex) ProcessElement(ctx context.Context, elm FullValue, values ...ReStream) error

func (*Multiplex) StartBundle 

func (m *Multiplex) StartBundle(ctx context.Context, id string, data DataContext) error

func (*Multiplex) String 

func (m *Multiplex) String() string

func (*Multiplex) Up 

func (m *Multiplex) Up(ctx context.Context) error

type Node 

type Node interface {
	Unit
	ElementProcessor
}

Node represents an single-bundle processing unit. Each node contains its processing continuation, notably other nodes.

type ParDo 

type ParDo struct {
	UID     UnitID
	Fn      *graph.DoFn
	Inbound []*graph.Inbound
	Side    []SideInputAdapter
	Out     []Node

	PID string
	// contains filtered or unexported fields
}

ParDo is a DoFn executor.

func (*ParDo) Down 

func (n *ParDo) Down(ctx context.Context) error

func (*ParDo) FinishBundle 

func (n *ParDo) FinishBundle(ctx context.Context) error

func (*ParDo) ID 

func (n *ParDo) ID() UnitID

func (*ParDo) ProcessElement 

func (n *ParDo) ProcessElement(ctx context.Context, elm FullValue, values ...ReStream) error

func (*ParDo) StartBundle 

func (n *ParDo) StartBundle(ctx context.Context, id string, data DataContext) error

func (*ParDo) String 

func (n *ParDo) String() string

func (*ParDo) Up 

func (n *ParDo) Up(ctx context.Context) error

type Plan 

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

Plan represents the bundle execution plan. It will generally be constructed from a part of a pipeline. A plan can be used to process multiple bundles serially.

func NewPlan 

func NewPlan(id string, units []Unit) (*Plan, error)

NewPlan returns a new bundle execution plan from the given units.

func UnmarshalPlan 

func UnmarshalPlan(desc *fnpb.ProcessBundleDescriptor) (*Plan, error)

UnmarshalPlan converts a model bundle descriptor into an execution Plan.

func (*Plan) Down 

func (p *Plan) Down(ctx context.Context) error

Down takes the plan and associated units down. Does not panic.

func (*Plan) Execute 

func (p *Plan) Execute(ctx context.Context, id string, manager DataContext) error

Execute executes the plan with the given data context and bundle id. Units are brought up on the first execution. If a bundle fails, the plan cannot be reused for further bundles. Does not panic. Blocking.

func (*Plan) ID 

func (p *Plan) ID() string

ID returns the plan identifier.

func (*Plan) Metrics 

func (p *Plan) Metrics() *fnpb.Metrics

Metrics returns a snapshot of input progress of the plan, and associated metrics.

func (*Plan) String 

func (p *Plan) String() string

type Port 

type Port struct {
	URL string
}

Port represents the connection port of external operations.

type ProgressReportSnapshot 

type ProgressReportSnapshot struct {
	ID, Name string
	Count    int64
}

ProgressReportSnapshot captures the progress reading an input source.

type ReStream 

type ReStream interface {
	Open() (Stream, error)
}

ReStream is re-iterable stream, i.e., a Stream factory.

type ReusableEmitter 

type ReusableEmitter interface {
	// Init resets the value. Can be called multiple times.
	Init(ctx context.Context, ws []typex.Window, t typex.EventTime) error
	// Value returns the side input value. Constant value.
	Value() interface{}
}

ReusableEmitter is a resettable value needed to hold the implicit context and emit event time.

type ReusableInput 

type ReusableInput interface {
	// Init initializes the value before use.
	Init() error
	// Value returns the side input value.
	Value() interface{}
	// Reset resets the value after use.
	Reset() error
}

ReusableInput is a resettable value, notably used to unwind iterators cheaply and cache materialized side input across invocations.

type Root 

type Root interface {
	Unit

	// Process processes the entire source, notably emitting elements to
	// downstream nodes.
	Process(ctx context.Context) error
}

Root represents a root processing unit. It contains its processing continuation, notably other nodes.

type SideInputAdapter 

type SideInputAdapter interface {
	NewIterable(ctx context.Context, reader SideInputReader, w typex.Window) (ReStream, error)
}

SideInputAdapter provides a concrete ReStream from a low-level side input reader. It encapsulates StreamID and coding as needed.

func NewSideInputAdapter 

func NewSideInputAdapter(sid StreamID, c *coder.Coder) SideInputAdapter

NewSideInputAdapter returns a side input adapter for the given StreamID and coder. It expects a W<KV<K,V>> coder, because the protocol supports MultiSet access only.

type SideInputReader 

type SideInputReader interface {
	// Open opens a byte stream for reading iterable side input.
	Open(ctx context.Context, id StreamID, key, w []byte) (io.ReadCloser, error)
}

SideInputReader is the interface for reading side input data.

type Status 

type Status int

Status is the status of a unit or plan. 

const (
	Initializing Status = iota
	Up
	Active
	Broken
	Down
)

type Stream 

type Stream interface {
	io.Closer
	Read() (FullValue, error)
}

Stream is a FullValue reader. It returns io.EOF when complete, but can be prematurely closed.

type StreamID 

type StreamID struct {
	Port   Port
	Target Target
}

StreamID represents the static information needed to identify a data stream. Dynamic information, notably bundleID, is provided implicitly by the managers.

func (StreamID) String 

func (id StreamID) String() string

type Target 

type Target struct {
	// ID is the transform ID.
	ID string
	// Name is a local name in the context of the transform.
	Name string
}

Target represents the static target of external operations.

type Unit 

type Unit interface {
	// ID returns the unit ID.
	ID() UnitID

	// Up initializes the unit. It is separate from Unit construction to
	// make panic/error handling easier.
	Up(ctx context.Context) error

	// StartBundle signals that processing preconditions, such as availability
	// of side input, are met and starts the given bundle.
	StartBundle(ctx context.Context, id string, data DataContext) error

	// FinishBundle signals end of input and thus finishes the bundle. Any
	// data connections must be closed.
	FinishBundle(ctx context.Context) error

	// Down tears down the processing node. It is notably called if the unit
	// or plan encounters an error and must thus robustly handle cleanup of
	// unfinished bundles. If a unit itself (as opposed to downstream units)
	// is the cause of breakage, the error returned should indicate the root
	// cause.
	Down(ctx context.Context) error
}

Unit represents a processing unit capable of processing multiple bundles serially. Units are not required to be concurrency-safe. Each unit is responsible for propagating each data processing call downstream, i.e., all calls except Up/Down, as appropriate.

type UnitID 

type UnitID int

UnitID is a unit identifier. Used for debugging.

func IDs 

func IDs(list ...Node) []UnitID

IDs returns the unit IDs of the given nodes.

type WindowDecoder 

type WindowDecoder interface {
	// Decode deserializes a value from the given reader.
	Decode(io.Reader) ([]typex.Window, error)
}

WindowDecoder handles Window deserialization from a byte stream. The decoder can be reused, even if an error is encountered. Concurrency-safe.

func MakeWindowDecoder 

func MakeWindowDecoder(c *coder.WindowCoder) WindowDecoder

MakeWindowDecoder returns a WindowDecoder for the given window coder.

type WindowEncoder 

type WindowEncoder interface {
	// Encode serializes the given value to the writer.
	Encode([]typex.Window, io.Writer) error
}

WindowEncoder handles Window serialization to a byte stream. The encoder can be reused, even if an error is encountered. Concurrency-safe.

func MakeWindowEncoder 

func MakeWindowEncoder(c *coder.WindowCoder) WindowEncoder

MakeWindowEncoder returns a WindowEncoder for the given window coder.

type WindowInto 

type WindowInto struct {
	UID UnitID
	Fn  *window.Fn
	Out Node
}

WindowInto places each element in one or more windows.

func (*WindowInto) Down 

func (w *WindowInto) Down(ctx context.Context) error

func (*WindowInto) FinishBundle 

func (w *WindowInto) FinishBundle(ctx context.Context) error

func (*WindowInto) ID 

func (w *WindowInto) ID() UnitID

func (*WindowInto) ProcessElement 

func (w *WindowInto) ProcessElement(ctx context.Context, elm FullValue, values ...ReStream) error

func (*WindowInto) StartBundle 

func (w *WindowInto) StartBundle(ctx context.Context, id string, data DataContext) error

func (*WindowInto) String 

func (w *WindowInto) String() string

func (*WindowInto) Up 

func (w *WindowInto) Up(ctx context.Context) error

Source Files

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Directories

Path Synopsis
Package optimized contains type-specialized shims for faster execution.
 Package optimized contains type-specialized shims for faster execution.

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