execute

package
v0.117.3 Latest Latest
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 Go to latest Published: Jun 7, 2021 License: MIT Imports: 33 Imported by: 27

Documentation

Overview

Package execute contains the implementation of the execution phase in the query engine.

Index

Constants

View Source 
const (
	MaxTime = math.MaxInt64
	MinTime = math.MinInt64
)
View Source 
const (
	DefaultStartColLabel = "_start"
	DefaultStopColLabel  = "_stop"
	DefaultTimeColLabel  = "_time"
	DefaultValueColLabel = "_value"
)
View Source 
const OperatorProfilerContextKey = "operator-profiler"

Variables

View Source 
var AllProfilers = make(map[string]CreateProfilerFunc)
View Source 
var AllTime = Bounds{
	Start: MinTime,
	Stop:  MaxTime,
}
View Source 
var DefaultAggregateConfig = AggregateConfig{
	Columns: []string{DefaultValueColLabel},
}
View Source 
var DefaultSelectorConfig = SelectorConfig{
	Column: DefaultValueColLabel,
}

Functions

func AddNewTableCols 

func AddNewTableCols(t flux.Table, builder TableBuilder, colMap []int) ([]int, error)

AddNewCols adds the columns of b onto builder that did not already exist. Returns the mapping of builder cols to table cols.

func AddTableCols 

func AddTableCols(t flux.Table, builder TableBuilder) error

AddTableCols adds the columns of b onto builder.

func AddTableKeyCols 

func AddTableKeyCols(key flux.GroupKey, builder TableBuilder) error

func AppendCol 

func AppendCol(bj, cj int, cr flux.ColReader, builder TableBuilder) error

AppendCol append a column from cr onto builder The indexes bj and cj are builder and col reader indexes respectively.

func AppendCols 

func AppendCols(cr flux.ColReader, builder TableBuilder) error

AppendCols appends all columns from cr onto builder. This function assumes that builder and cr have the same column schema.

func AppendKeyValues 

func AppendKeyValues(key flux.GroupKey, builder TableBuilder) error

AppendKeyValues appends the key values to the right columns in the builder. The builder is expected to contain the key columns.

func AppendKeyValuesN added in v0.38.0 

func AppendKeyValuesN(key flux.GroupKey, builder TableBuilder, n int) error

AppendKeyValuesN runs AppendKeyValues `n` times. This is different from ``` 

for i := 0; i < n; i++ {
  AppendKeyValues(key, builder)
}

``` Because it saves the overhead of calculating the column mapping `n` times.

func AppendMappedCols 

func AppendMappedCols(cr flux.ColReader, builder TableBuilder, colMap []int) error

AppendMappedCols appends all columns from cr onto builder. The colMap is a map of builder column index to cr column index.

func AppendMappedRecordExplicit 

func AppendMappedRecordExplicit(i int, cr flux.ColReader, builder TableBuilder, colMap []int) error

AppendMappedRecordExplicit appends the records from cr onto builder, using colMap as a map of builder index to cr index. if an entry in the colMap indicates a mismatched column, no value is appended.

func AppendMappedRecordWithNulls added in v0.14.0 

func AppendMappedRecordWithNulls(i int, cr flux.ColReader, builder TableBuilder, colMap []int) error

AppendMappedRecordWithNulls appends the records from cr onto builder, using colMap as a map of builder index to cr index. if an entry in the colMap indicates a mismatched column, the column is created with null values

func AppendMappedTable 

func AppendMappedTable(t flux.Table, builder TableBuilder, colMap []int) error

AppendMappedTable appends data from table t onto builder. The colMap is a map of builder column index to table column index.

func AppendRecord 

func AppendRecord(i int, cr flux.ColReader, builder TableBuilder) error

AppendRecord appends the record from cr onto builder assuming matching columns.

func AppendTable 

func AppendTable(t flux.Table, builder TableBuilder) error

AppendTable appends data from table t onto builder. This function assumes builder and t have the same column schema.

func BuilderColsMatchReader added in v0.8.0 

func BuilderColsMatchReader(builder TableBuilder, cr flux.ColReader) bool

BuilderColsMatchReader returns true if builder and cr have identical column sets (order dependent)

func CheckColType 

func CheckColType(col flux.ColMeta, typ flux.ColType)

func ColIdx 

func ColIdx(label string, cols []flux.ColMeta) int

func ColMap 

func ColMap(colMap []int, builder TableBuilder, cols []flux.ColMeta) []int

ColMap writes a mapping of builder index to cols index into colMap. When colMap does not have enough capacity a new colMap is allocated. The colMap is always returned

func ContainsStr 

func ContainsStr(strs []string, str string) bool

func ConvertFromKind 

func ConvertFromKind(k semantic.Nature) flux.ColType

func ConvertToKind 

func ConvertToKind(t flux.ColType) semantic.Nature

func CopyTable 

func CopyTable(t flux.Table) (flux.BufferedTable, error)

CopyTable returns a buffered copy of the table and consumes the input table. If the input table is already buffered, it "consumes" the input and returns the same table.

The buffered table can then be copied additional times using the BufferedTable.Copy method.

This method should be used sparingly if at all. It will retain each of the buffers of data coming out of a table so the entire table is materialized in memory. For large datasets, this could potentially cause a problem. The allocator is meant to catch when this happens and prevent it.

func FormatResult added in v0.20.0 

func FormatResult(w io.Writer, res flux.Result) error

FormatResult prints the result to w.

func GroupKeyForRowOn 

func GroupKeyForRowOn(i int, cr flux.ColReader, on map[string]bool) flux.GroupKey

func HasCol 

func HasCol(label string, cols []flux.ColMeta) bool

func HaveExecutionDependencies added in v0.91.0 

func HaveExecutionDependencies(ctx context.Context) bool

func NewAggregateTransformation 

func NewAggregateTransformation(d Dataset, c TableBuilderCache, agg Aggregate, config AggregateConfig) *aggregateTransformation

func NewDataset 

func NewDataset(id DatasetID, accMode AccumulationMode, cache DataCache) *dataset

func NewEmptyTable added in v0.49.0 

func NewEmptyTable(key flux.GroupKey, cols []flux.ColMeta) flux.Table

NewEmptyTable constructs a new empty table with the given group key and columns.

func NewGroupKey 

func NewGroupKey(cols []flux.ColMeta, values []values.Value) flux.GroupKey

func NewIndexSelectorTransformation 

func NewIndexSelectorTransformation(d Dataset, c TableBuilderCache, selector IndexSelector, config SelectorConfig) *indexSelectorTransformation

func NewRowSelectorTransformation 

func NewRowSelectorTransformation(d Dataset, c TableBuilderCache, selector RowSelector, config SelectorConfig) *rowSelectorTransformation

func NewTableBuilderCache 

func NewTableBuilderCache(a *memory.Allocator) *tableBuilderCache

func PanicUnknownType 

func PanicUnknownType(typ flux.ColType)

func RegisterProfilerFactories added in v0.86.0 

func RegisterProfilerFactories(cpfs ...CreateProfilerFunc)

func RegisterSource 

func RegisterSource(k plan.ProcedureKind, c CreateSource)

func RegisterTransformation 

func RegisterTransformation(k plan.ProcedureKind, c CreateTransformation)

RegisterTransformation adds a new registration mapping of procedure kind to transformation.

func ReplaceTransformation added in v0.14.0 

func ReplaceTransformation(k plan.ProcedureKind, c CreateTransformation)

ReplaceTransformation changes an existing transformation registration.

func StartSpanFromContext added in v0.86.0 

func StartSpanFromContext(ctx context.Context, operationName string, label string, opts ...opentracing.StartSpanOption) (context.Context, opentracing.Span)

Create a tracing span. Depending on whether the Jaeger tracing and/or the operator profiling are enabled, the Span produced by this function can be very different. It could be a no-op span, a Jaeger span, a no-op span wrapped by a profiling span, or a Jaeger span wrapped by a profiling span.

func TablesEqual added in v0.8.0 

func TablesEqual(left, right flux.Table, alloc *memory.Allocator) (bool, error)

TablesEqual takes two flux tables and compares them. Returns false if the tables have different keys, different columns, or if the data in any column does not match. Returns true otherwise. This function will consume the ColumnReader so if you are calling this from the a Process method, you may need to copy the table if you need to iterate over the data for other calculations.

func ValueForRow 

func ValueForRow(cr flux.ColReader, i, j int) values.Value

ValueForRow retrieves a value from an arrow column reader at the given index.

Types

type AccumulationMode 

type AccumulationMode int
const (
	// DiscardingMode will discard the data associated with a group key
	// after it has been processed.
	DiscardingMode AccumulationMode = iota

	// AccumulatingMode will retain the data associated with a group key
	// after it has been processed. If it has already sent a table with
	// that group key to a downstream transformation, it will signal
	// to that transformation that the previous table should be retracted.
	//
	// This is not implemented at the moment.
	AccumulatingMode
)

type Administration 

type Administration interface {
	Context() context.Context

	ResolveTime(qt flux.Time) Time
	StreamContext() StreamContext
	Allocator() *memory.Allocator
	Parents() []DatasetID
}

type Aggregate 

type Aggregate interface {
	NewBoolAgg() DoBoolAgg
	NewIntAgg() DoIntAgg
	NewUIntAgg() DoUIntAgg
	NewFloatAgg() DoFloatAgg
	NewStringAgg() DoStringAgg
}

type AggregateConfig 

type AggregateConfig struct {
	plan.DefaultCost
	Columns []string `json:"columns"`
}

func (AggregateConfig) Copy 

func (c AggregateConfig) Copy() AggregateConfig

func (*AggregateConfig) ReadArgs 

func (c *AggregateConfig) ReadArgs(args flux.Arguments) error

type Allocator 

type Allocator struct {
	*memory.Allocator
}

Allocator tracks the amount of memory being consumed by a query. The allocator provides methods similar to make and append, to allocate large slices of data. The allocator also provides a Free method to account for when memory will be freed.

func (*Allocator) AppendBools 

func (a *Allocator) AppendBools(slice []bool, vs ...bool) []bool

AppendBools appends bools to a slice

func (*Allocator) AppendFloats 

func (a *Allocator) AppendFloats(slice []float64, vs ...float64) []float64

AppendFloats appends float64s to a slice

func (*Allocator) AppendInts 

func (a *Allocator) AppendInts(slice []int64, vs ...int64) []int64

AppendInts appends int64s to a slice

func (*Allocator) AppendStrings 

func (a *Allocator) AppendStrings(slice []string, vs ...string) []string

AppendStrings appends strings to a slice. Only the string headers are accounted for.

func (*Allocator) AppendTimes 

func (a *Allocator) AppendTimes(slice []Time, vs ...Time) []Time

AppendTimes appends Times to a slice

func (*Allocator) AppendUInts 

func (a *Allocator) AppendUInts(slice []uint64, vs ...uint64) []uint64

AppendUInts appends uint64s to a slice

func (*Allocator) Bools 

func (a *Allocator) Bools(l, c int) []bool

Bools makes a slice of bool values.

func (*Allocator) Floats 

func (a *Allocator) Floats(l, c int) []float64

Floats makes a slice of float64 values.

func (*Allocator) Free 

func (a *Allocator) Free(n, size int)

Free informs the allocator that memory has been freed.

func (*Allocator) GrowBools 

func (a *Allocator) GrowBools(slice []bool, n int) []bool

func (*Allocator) GrowFloats 

func (a *Allocator) GrowFloats(slice []float64, n int) []float64

func (*Allocator) GrowInts 

func (a *Allocator) GrowInts(slice []int64, n int) []int64

func (*Allocator) GrowStrings 

func (a *Allocator) GrowStrings(slice []string, n int) []string

func (*Allocator) GrowTimes 

func (a *Allocator) GrowTimes(slice []Time, n int) []Time

func (*Allocator) GrowUInts 

func (a *Allocator) GrowUInts(slice []uint64, n int) []uint64

func (*Allocator) Ints 

func (a *Allocator) Ints(l, c int) []int64

Ints makes a slice of int64 values.

func (*Allocator) Strings 

func (a *Allocator) Strings(l, c int) []string

Strings makes a slice of string values. Only the string headers are accounted for.

func (*Allocator) Times 

func (a *Allocator) Times(l, c int) []Time

Times makes a slice of Time values.

func (*Allocator) UInts 

func (a *Allocator) UInts(l, c int) []uint64

UInts makes a slice of uint64 values.

type BoolValueFunc 

type BoolValueFunc interface {
	ValueBool() bool
}

type Bounds 

type Bounds struct {
	Start Time
	Stop  Time
}

func (Bounds) Contains 

func (b Bounds) Contains(t Time) bool

func (Bounds) Duration added in v0.19.0 

func (b Bounds) Duration() Duration

func (Bounds) Equal 

func (b Bounds) Equal(o Bounds) bool

func (*Bounds) Intersect added in v0.17.0 

func (b *Bounds) Intersect(o Bounds) Bounds

Intersect returns the intersection of two bounds. It returns empty bounds if one of the input bounds are empty. TODO: there are several places that implement bounds and related utilities. 

consider a central place for them?

func (Bounds) IsEmpty 

func (b Bounds) IsEmpty() bool

func (Bounds) Overlaps 

func (b Bounds) Overlaps(o Bounds) bool

func (Bounds) Shift 

func (b Bounds) Shift(d Duration) Bounds

func (Bounds) String 

func (b Bounds) String() string

type ColListTable 

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

ColListTable implements Table using list of columns. All data for the table is stored in RAM. As a result At* methods are provided directly on the table for easy access.

func (*ColListTable) Bools 

func (t *ColListTable) Bools(j int) *array.Boolean

func (*ColListTable) Cols 

func (t *ColListTable) Cols() []flux.ColMeta

func (*ColListTable) Do 

func (t *ColListTable) Do(f func(flux.ColReader) error) error

func (*ColListTable) Done added in v0.31.0 

func (t *ColListTable) Done()

func (*ColListTable) Empty 

func (t *ColListTable) Empty() bool

func (*ColListTable) Floats 

func (t *ColListTable) Floats(j int) *array.Float64

func (*ColListTable) GetRow 

func (t *ColListTable) GetRow(row int) values.Object

GetRow takes a row index and returns the record located at that index in the cache

func (*ColListTable) Ints 

func (t *ColListTable) Ints(j int) *array.Int64

func (*ColListTable) Key 

func (t *ColListTable) Key() flux.GroupKey

func (*ColListTable) Len 

func (t *ColListTable) Len() int

func (*ColListTable) NRows 

func (t *ColListTable) NRows() int

func (*ColListTable) RefCount 

func (t *ColListTable) RefCount(n int)

func (*ColListTable) Release added in v0.31.0 

func (t *ColListTable) Release()

func (*ColListTable) Retain added in v0.31.0 

func (t *ColListTable) Retain()

func (*ColListTable) Strings 

func (t *ColListTable) Strings(j int) *array.Binary

func (*ColListTable) Times 

func (t *ColListTable) Times(j int) *array.Int64

func (*ColListTable) UInts 

func (t *ColListTable) UInts(j int) *array.Uint64

type ColListTableBuilder 

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

func NewColListTableBuilder 

func NewColListTableBuilder(key flux.GroupKey, a *memory.Allocator) *ColListTableBuilder

func (*ColListTableBuilder) AddCol 

func (b *ColListTableBuilder) AddCol(c flux.ColMeta) (int, error)

func (*ColListTableBuilder) AppendBool 

func (b *ColListTableBuilder) AppendBool(j int, value bool) error

func (*ColListTableBuilder) AppendBools 

func (b *ColListTableBuilder) AppendBools(j int, vs *array.Boolean) error

func (*ColListTableBuilder) AppendFloat 

func (b *ColListTableBuilder) AppendFloat(j int, value float64) error

func (*ColListTableBuilder) AppendFloats 

func (b *ColListTableBuilder) AppendFloats(j int, vs *array.Float64) error

func (*ColListTableBuilder) AppendInt 

func (b *ColListTableBuilder) AppendInt(j int, value int64) error

func (*ColListTableBuilder) AppendInts 

func (b *ColListTableBuilder) AppendInts(j int, vs *array.Int64) error

func (*ColListTableBuilder) AppendNil added in v0.14.0 

func (b *ColListTableBuilder) AppendNil(j int) error

func (*ColListTableBuilder) AppendString 

func (b *ColListTableBuilder) AppendString(j int, value string) error

func (*ColListTableBuilder) AppendStrings 

func (b *ColListTableBuilder) AppendStrings(j int, vs *array.Binary) error

func (*ColListTableBuilder) AppendTime 

func (b *ColListTableBuilder) AppendTime(j int, value Time) error

func (*ColListTableBuilder) AppendTimes 

func (b *ColListTableBuilder) AppendTimes(j int, vs *array.Int64) error

func (*ColListTableBuilder) AppendUInt 

func (b *ColListTableBuilder) AppendUInt(j int, value uint64) error

func (*ColListTableBuilder) AppendUInts 

func (b *ColListTableBuilder) AppendUInts(j int, vs *array.Uint64) error

func (*ColListTableBuilder) AppendValue 

func (b *ColListTableBuilder) AppendValue(j int, v values.Value) error

func (*ColListTableBuilder) Bools added in v0.10.0 

func (b *ColListTableBuilder) Bools(j int) []bool

func (*ColListTableBuilder) ClearData 

func (b *ColListTableBuilder) ClearData()

func (*ColListTableBuilder) Cols 

func (b *ColListTableBuilder) Cols() []flux.ColMeta

func (*ColListTableBuilder) Floats added in v0.10.0 

func (b *ColListTableBuilder) Floats(j int) []float64

func (*ColListTableBuilder) GetRow added in v0.10.0 

func (b *ColListTableBuilder) GetRow(row int) values.Object

GetRow takes a row index and returns the record located at that index in the cache

func (*ColListTableBuilder) GrowBools 

func (b *ColListTableBuilder) GrowBools(j, n int) error

func (*ColListTableBuilder) GrowFloats 

func (b *ColListTableBuilder) GrowFloats(j, n int) error

func (*ColListTableBuilder) GrowInts 

func (b *ColListTableBuilder) GrowInts(j, n int) error

func (*ColListTableBuilder) GrowStrings 

func (b *ColListTableBuilder) GrowStrings(j, n int) error

func (*ColListTableBuilder) GrowTimes 

func (b *ColListTableBuilder) GrowTimes(j, n int) error

func (*ColListTableBuilder) GrowUInts 

func (b *ColListTableBuilder) GrowUInts(j, n int) error

func (*ColListTableBuilder) Ints added in v0.10.0 

func (b *ColListTableBuilder) Ints(j int) []int64

func (*ColListTableBuilder) Key 

func (b *ColListTableBuilder) Key() flux.GroupKey

func (*ColListTableBuilder) Len added in v0.10.0 

func (b *ColListTableBuilder) Len() int

func (*ColListTableBuilder) LevelColumns 

func (b *ColListTableBuilder) LevelColumns() error

func (*ColListTableBuilder) NCols 

func (b *ColListTableBuilder) NCols() int

func (*ColListTableBuilder) NRows 

func (b *ColListTableBuilder) NRows() int

func (*ColListTableBuilder) Release added in v0.48.0 

func (b *ColListTableBuilder) Release()

func (*ColListTableBuilder) SetBool 

func (b *ColListTableBuilder) SetBool(i int, j int, value bool) error

func (*ColListTableBuilder) SetFloat 

func (b *ColListTableBuilder) SetFloat(i int, j int, value float64) error

func (*ColListTableBuilder) SetInt 

func (b *ColListTableBuilder) SetInt(i int, j int, value int64) error

func (*ColListTableBuilder) SetNil added in v0.14.0 

func (b *ColListTableBuilder) SetNil(i, j int) error

func (*ColListTableBuilder) SetString 

func (b *ColListTableBuilder) SetString(i int, j int, value string) error

func (*ColListTableBuilder) SetTime 

func (b *ColListTableBuilder) SetTime(i int, j int, value Time) error

func (*ColListTableBuilder) SetUInt 

func (b *ColListTableBuilder) SetUInt(i int, j int, value uint64) error

func (*ColListTableBuilder) SetValue 

func (b *ColListTableBuilder) SetValue(i, j int, v values.Value) error

func (*ColListTableBuilder) SliceColumns added in v0.8.0 

func (b *ColListTableBuilder) SliceColumns(start, stop int) error

SliceColumns iterates over each column of b and re-slices them to the range [start:stop].

func (*ColListTableBuilder) Sort 

func (b *ColListTableBuilder) Sort(cols []string, desc bool)

func (*ColListTableBuilder) Strings added in v0.10.0 

func (b *ColListTableBuilder) Strings(j int) []string

func (*ColListTableBuilder) Table 

func (b *ColListTableBuilder) Table() (flux.Table, error)

func (*ColListTableBuilder) Times added in v0.10.0 

func (b *ColListTableBuilder) Times(j int) []values.Time

func (*ColListTableBuilder) UInts added in v0.10.0 

func (b *ColListTableBuilder) UInts(j int) []uint64

type CreateProfilerFunc added in v0.86.0 

type CreateProfilerFunc func() Profiler

type CreateSource 

type CreateSource func(spec plan.ProcedureSpec, id DatasetID, ctx Administration) (Source, error)

type CreateTransformation 

type CreateTransformation func(id DatasetID, mode AccumulationMode, spec plan.ProcedureSpec, a Administration) (Transformation, Dataset, error)

type DataCache 

type DataCache interface {
	Table(flux.GroupKey) (flux.Table, error)

	ForEach(func(flux.GroupKey))
	ForEachWithContext(func(flux.GroupKey, Trigger, TableContext))

	DiscardTable(flux.GroupKey)
	ExpireTable(flux.GroupKey)

	SetTriggerSpec(t plan.TriggerSpec)
}

DataCache holds all working data for a transformation.

type Dataset 

type Dataset interface {
	Node

	RetractTable(key flux.GroupKey) error
	UpdateProcessingTime(t Time) error
	UpdateWatermark(mark Time) error
	Finish(error)

	SetTriggerSpec(t plan.TriggerSpec)
}

Dataset represents the set of data produced by a transformation.

func NewAggregateTransformationAndDataset 

func NewAggregateTransformationAndDataset(id DatasetID, mode AccumulationMode, agg Aggregate, config AggregateConfig, a *memory.Allocator) (*aggregateTransformation, Dataset)

func NewIndexSelectorTransformationAndDataset 

func NewIndexSelectorTransformationAndDataset(id DatasetID, mode AccumulationMode, selector IndexSelector, config SelectorConfig, a *memory.Allocator) (*indexSelectorTransformation, Dataset)

func NewRowSelectorTransformationAndDataset 

func NewRowSelectorTransformationAndDataset(id DatasetID, mode AccumulationMode, selector RowSelector, config SelectorConfig, a *memory.Allocator) (*rowSelectorTransformation, Dataset)

type DatasetContext added in v0.114.0 

type DatasetContext interface {
	Dataset
	WithContext(ctx context.Context)
}

DatasetContext represents a Dataset with a context.Context attached.

type DatasetID 

type DatasetID uuid.UUID
var ZeroDatasetID DatasetID

func DatasetIDFromNodeID 

func DatasetIDFromNodeID(id plan.NodeID) DatasetID

func (DatasetID) IsZero 

func (id DatasetID) IsZero() bool

func (DatasetID) String 

func (id DatasetID) String() string

type Dispatcher 

type Dispatcher interface {
	// Schedule fn to be executed
	Schedule(fn ScheduleFunc)
}

Dispatcher schedules work for a query. Each transformation submits work to be done to the dispatcher. Then the dispatcher schedules to work based on the available resources.

type DoBoolAgg 

type DoBoolAgg interface {
	ValueFunc
	DoBool(*array.Boolean)
}

type DoBoolIndexSelector 

type DoBoolIndexSelector interface {
	DoBool(*array.Boolean) []int
}

type DoBoolRowSelector 

type DoBoolRowSelector interface {
	Rower
	DoBool(vs *array.Boolean, cr flux.ColReader)
}

type DoFloatAgg 

type DoFloatAgg interface {
	ValueFunc
	DoFloat(*array.Float64)
}

type DoFloatIndexSelector 

type DoFloatIndexSelector interface {
	DoFloat(*array.Float64) []int
}

type DoFloatRowSelector 

type DoFloatRowSelector interface {
	Rower
	DoFloat(vs *array.Float64, cr flux.ColReader)
}

type DoIntAgg 

type DoIntAgg interface {
	ValueFunc
	DoInt(*array.Int64)
}

type DoIntIndexSelector 

type DoIntIndexSelector interface {
	DoInt(*array.Int64) []int
}

type DoIntRowSelector 

type DoIntRowSelector interface {
	Rower
	DoInt(vs *array.Int64, cr flux.ColReader)
}

type DoStringAgg 

type DoStringAgg interface {
	ValueFunc
	DoString(*array.Binary)
}

type DoStringIndexSelector 

type DoStringIndexSelector interface {
	DoString(*array.Binary) []int
}

type DoStringRowSelector 

type DoStringRowSelector interface {
	Rower
	DoString(vs *array.Binary, cr flux.ColReader)
}

type DoTimeIndexSelector added in v0.38.0 

type DoTimeIndexSelector interface {
	DoTime(*array.Int64) []int
}

type DoTimeRowSelector added in v0.38.0 

type DoTimeRowSelector interface {
	Rower
	DoTime(vs *array.Int64, cr flux.ColReader)
}

type DoUIntAgg 

type DoUIntAgg interface {
	ValueFunc
	DoUInt(*array.Uint64)
}

type DoUIntIndexSelector 

type DoUIntIndexSelector interface {
	DoUInt(*array.Uint64) []int
}

type DoUIntRowSelector 

type DoUIntRowSelector interface {
	Rower
	DoUInt(vs *array.Uint64, cr flux.ColReader)
}

type Duration 

type Duration = values.Duration

type ExecutionDependencies added in v0.91.0 

type ExecutionDependencies struct {
	// Must be set
	Allocator *memory.Allocator
	Now       *time.Time

	// Allowed to be nil
	Logger *zap.Logger

	// Metadata is passed up from any invocations of execution up to the parent
	// execution, and out through the statistics.
	Metadata metadata.Metadata

	ExecutionOptions *ExecutionOptions
}

ExecutionDependencies represents the dependencies that a function call executed by the Interpreter needs in order to trigger the execution of a flux.Program

func DefaultExecutionDependencies added in v0.91.0 

func DefaultExecutionDependencies() ExecutionDependencies

func GetExecutionDependencies added in v0.91.0 

func GetExecutionDependencies(ctx context.Context) ExecutionDependencies

func NewExecutionDependencies added in v0.91.0 

func NewExecutionDependencies(allocator *memory.Allocator, now *time.Time, logger *zap.Logger) ExecutionDependencies

Create some execution dependencies. Any arg may be nil, this will choose some suitable defaults.

func (ExecutionDependencies) Inject added in v0.91.0 

func (d ExecutionDependencies) Inject(ctx context.Context) context.Context

type ExecutionNode added in v0.86.0 

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

func (*ExecutionNode) Label added in v0.86.0 

func (n *ExecutionNode) Label() string

func (*ExecutionNode) SetLabel added in v0.86.0 

func (n *ExecutionNode) SetLabel(label string)

type ExecutionOptions added in v0.91.0 

type ExecutionOptions struct {
	OperatorProfiler *OperatorProfiler
	Profilers        []Profiler
}

type Executor 

type Executor interface {
	// Execute will begin execution of the plan.Spec using the memory allocator.
	// This returns a mapping of names to the query results.
	// This will also return a channel for the Metadata from the query. The channel
	// may return zero or more values. The returned channel must not require itself to
	// be read so the executor must allocate enough space in the channel so if the channel
	// is unread that it will not block.
	Execute(ctx context.Context, p *plan.Spec, a *memory.Allocator) (map[string]flux.Result, <-chan metadata.Metadata, error)
}

func NewExecutor 

func NewExecutor(logger *zap.Logger) Executor

type FinishMsg 

type FinishMsg interface {
	Message
	Error() error
}

type FloatValueFunc 

type FloatValueFunc interface {
	ValueFloat() float64
}

type FormatOptions 

type FormatOptions struct {
	// RepeatHeaderCount is the number of rows to print before printing the header again.
	// If zero then the headers are not repeated.
	RepeatHeaderCount int

	NullRepresentation string
}

func DefaultFormatOptions 

func DefaultFormatOptions() *FormatOptions

type Formatter 

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

Formatter writes a table to a Writer.

func NewFormatter 

func NewFormatter(tbl flux.Table, opts *FormatOptions) *Formatter

NewFormatter creates a Formatter for a given table. If opts is nil, the DefaultFormatOptions are used.

func (*Formatter) WriteTo 

func (f *Formatter) WriteTo(out io.Writer) (int64, error)

WriteTo writes the formatted table data to w.

type GroupKeyBuilder 

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

GroupKeyBuilder is used to construct a GroupKey by keeping a mutable copy in memory.

func NewGroupKeyBuilder 

func NewGroupKeyBuilder(key flux.GroupKey) *GroupKeyBuilder

NewGroupKeyBuilder creates a new GroupKeyBuilder from an existing GroupKey. If the GroupKey passed is nil, a blank GroupKeyBuilder is constructed.

func (*GroupKeyBuilder) AddKeyValue 

func (gkb *GroupKeyBuilder) AddKeyValue(key string, value values.Value) *GroupKeyBuilder

AddKeyValue will add a new group key to the existing builder.

func (*GroupKeyBuilder) Build 

func (gkb *GroupKeyBuilder) Build() (flux.GroupKey, error)

Build will construct the GroupKey. If there is any problem with the GroupKey (such as one of the columns is not a valid type), the error will be returned here.

func (*GroupKeyBuilder) Grow 

func (gkb *GroupKeyBuilder) Grow(n int)

Grow will grow the internal capacity of the group key to the given number.

func (*GroupKeyBuilder) Len 

func (gkb *GroupKeyBuilder) Len() int

Len returns the current length of the group key.

func (*GroupKeyBuilder) SetKeyValue added in v0.14.0 

func (gkb *GroupKeyBuilder) SetKeyValue(key string, value values.Value) *GroupKeyBuilder

SetKeyValue will set an existing key/value to the given pair, or if key is not found, add a new group key to the existing builder.

type GroupLookup 

type GroupLookup = groupkey.Lookup

func NewGroupLookup 

func NewGroupLookup() *GroupLookup

NewGroupLookup constructs a GroupLookup.

type IndexSelector 

type IndexSelector interface {
	NewTimeSelector() DoTimeIndexSelector
	NewBoolSelector() DoBoolIndexSelector
	NewIntSelector() DoIntIndexSelector
	NewUIntSelector() DoUIntIndexSelector
	NewFloatSelector() DoFloatIndexSelector
	NewStringSelector() DoStringIndexSelector
}

type IntValueFunc 

type IntValueFunc interface {
	ValueInt() int64
}

type Message 

type Message interface {
	Type() MessageType
	SrcDatasetID() DatasetID
}

type MessageQueue 

type MessageQueue interface {
	Push(Message)
	Pop() Message
}

MessageQueue provides a concurrency safe queue for messages. The queue must have a single consumer calling Pop.

type MessageType 

type MessageType int
const (
	RetractTableType MessageType = iota
	ProcessType
	UpdateWatermarkType
	UpdateProcessingTimeType
	FinishType
)

type MetadataNode added in v0.21.0 

type MetadataNode interface {
	Node
	Metadata() metadata.Metadata
}

MetadataNode is a node that has additional metadata that should be added to the result after it is processed.

type Node 

type Node interface {
	AddTransformation(t Transformation)
}

type OperatorProfiler added in v0.86.0 

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

func (*OperatorProfiler) GetResult added in v0.86.0 

func (o *OperatorProfiler) GetResult(q flux.Query, alloc *memory.Allocator) (flux.Table, error)

func (*OperatorProfiler) GetSortedResult added in v0.91.0 

func (o *OperatorProfiler) GetSortedResult(q flux.Query, alloc *memory.Allocator, desc bool, sortKeys ...string) (flux.Table, error)

GetSortedResult is identical to GetResult, except it calls Sort() on the ColListTableBuilder to make testing easier. sortKeys and desc are passed directly into the Sort() call

func (*OperatorProfiler) Name added in v0.86.0 

func (o *OperatorProfiler) Name() string

type OperatorProfilingResult added in v0.86.0 

type OperatorProfilingResult struct {
	Type string
	// Those labels are actually their operation name. See flux/internal/spec.buildSpec.
	// Some examples are:
	// merged_fromRemote_range1_filter2_filter3_filter4, window5, window8, generated_yield, etc.
	Label string
	Start time.Time
	Stop  time.Time
}

type OperatorProfilingSpan added in v0.86.0 

type OperatorProfilingSpan struct {
	opentracing.Span

	Result OperatorProfilingResult
	// contains filtered or unexported fields
}

func (*OperatorProfilingSpan) Finish added in v0.86.0 

func (t *OperatorProfilingSpan) Finish()

func (*OperatorProfilingSpan) FinishWithOptions added in v0.86.0 

func (t *OperatorProfilingSpan) FinishWithOptions(opts opentracing.FinishOptions)

type PassthroughDataset added in v0.49.0 

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

PassthroughDataset is a Dataset that will passthrough the processed data to the next Transformation.

func NewPassthroughDataset added in v0.49.0 

func NewPassthroughDataset(id DatasetID) *PassthroughDataset

NewPassthroughDataset constructs a new PassthroughDataset.

func (*PassthroughDataset) AddTransformation added in v0.49.0 

func (d *PassthroughDataset) AddTransformation(t Transformation)

func (*PassthroughDataset) Finish added in v0.49.0 

func (d *PassthroughDataset) Finish(err error)

func (*PassthroughDataset) Process added in v0.49.0 

func (d *PassthroughDataset) Process(tbl flux.Table) error

func (*PassthroughDataset) RetractTable added in v0.49.0 

func (d *PassthroughDataset) RetractTable(key flux.GroupKey) error

func (*PassthroughDataset) SetTriggerSpec added in v0.49.0 

func (d *PassthroughDataset) SetTriggerSpec(t plan.TriggerSpec)

func (*PassthroughDataset) UpdateProcessingTime added in v0.49.0 

func (d *PassthroughDataset) UpdateProcessingTime(t Time) error

func (*PassthroughDataset) UpdateWatermark added in v0.49.0 

func (d *PassthroughDataset) UpdateWatermark(mark Time) error

type ProcessMsg 

type ProcessMsg interface {
	Message
	Table() flux.Table
}

type Profiler added in v0.82.0 

type Profiler interface {
	Name() string
	GetResult(q flux.Query, alloc *memory.Allocator) (flux.Table, error)
	GetSortedResult(q flux.Query, alloc *memory.Allocator, desc bool, sortKeys ...string) (flux.Table, error)
}

type QueryProfiler added in v0.82.1 

type QueryProfiler struct{}

func (*QueryProfiler) GetResult added in v0.82.1 

func (s *QueryProfiler) GetResult(q flux.Query, alloc *memory.Allocator) (flux.Table, error)

func (*QueryProfiler) GetSortedResult added in v0.91.0 

func (s *QueryProfiler) GetSortedResult(q flux.Query, alloc *memory.Allocator, desc bool, sortKeys ...string) (flux.Table, error)

GetSortedResult is identical to GetResult, except it calls Sort() on the ColListTableBuilder to make testing easier. sortKeys and desc are passed directly into the Sort() call

func (*QueryProfiler) Name added in v0.82.1 

func (s *QueryProfiler) Name() string

type RandomAccessGroupLookup added in v0.59.0 

type RandomAccessGroupLookup = groupkey.RandomAccessLookup

func NewRandomAccessGroupLookup added in v0.59.0 

func NewRandomAccessGroupLookup() *RandomAccessGroupLookup

NewRandomAccessGroupLookup constructs a RandomAccessGroupLookup.

type RetractTableMsg 

type RetractTableMsg interface {
	Message
	Key() flux.GroupKey
}

type Row 

type Row struct {
	Values []interface{}
}

func ReadRow 

func ReadRow(i int, cr flux.ColReader) (row Row)

type RowMapFn 

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

func NewRowMapFn 

func NewRowMapFn(fn *semantic.FunctionExpression, scope compiler.Scope) *RowMapFn

func (*RowMapFn) Prepare 

func (f *RowMapFn) Prepare(cols []flux.ColMeta) (*RowMapPreparedFn, error)

type RowMapPreparedFn added in v0.68.0 

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

func (*RowMapPreparedFn) Eval added in v0.68.0 

func (f *RowMapPreparedFn) Eval(ctx context.Context, row int, cr flux.ColReader) (values.Object, error)

func (*RowMapPreparedFn) Type added in v0.68.0 

func (f *RowMapPreparedFn) Type() semantic.MonoType

type RowPredicateFn 

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

func NewRowPredicateFn 

func NewRowPredicateFn(fn *semantic.FunctionExpression, scope compiler.Scope) *RowPredicateFn

func (*RowPredicateFn) Prepare 

func (f *RowPredicateFn) Prepare(cols []flux.ColMeta) (*RowPredicatePreparedFn, error)

type RowPredicatePreparedFn added in v0.68.0 

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

func (*RowPredicatePreparedFn) Eval added in v0.68.0 

func (f *RowPredicatePreparedFn) Eval(ctx context.Context, record values.Object) (bool, error)

func (*RowPredicatePreparedFn) EvalRow added in v0.68.0 

func (f *RowPredicatePreparedFn) EvalRow(ctx context.Context, row int, cr flux.ColReader) (bool, error)

func (*RowPredicatePreparedFn) InferredInputType added in v0.68.0 

func (f *RowPredicatePreparedFn) InferredInputType() semantic.MonoType

InferredInputType will return the inferred input type. This type may contain type variables and will only contain the properties that could be inferred from type inference.

func (*RowPredicatePreparedFn) InputType added in v0.68.0 

func (f *RowPredicatePreparedFn) InputType() semantic.MonoType

InputType will return the prepared input type. This will be a fully realized type that was created after preparing the function with Prepare.

type RowReader added in v0.34.1 

type RowReader interface {
	Next() bool
	GetNextRow() ([]values.Value, error)
	ColumnNames() []string
	ColumnTypes() []flux.ColType
	SetColumns([]interface{})
	io.Closer
}

type RowReduceFn added in v0.23.0 

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

func NewRowReduceFn added in v0.23.0 

func NewRowReduceFn(fn *semantic.FunctionExpression, scope compiler.Scope) *RowReduceFn

func (*RowReduceFn) Prepare added in v0.23.0 

func (f *RowReduceFn) Prepare(cols []flux.ColMeta, reducerType map[string]semantic.MonoType) (*RowReducePreparedFn, error)

type RowReducePreparedFn added in v0.68.0 

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

func (*RowReducePreparedFn) Eval added in v0.68.0 

func (f *RowReducePreparedFn) Eval(ctx context.Context, row int, cr flux.ColReader, extraParams map[string]values.Value) (values.Object, error)

func (*RowReducePreparedFn) Type added in v0.68.0 

func (f *RowReducePreparedFn) Type() semantic.MonoType

type RowSelector 

type RowSelector interface {
	NewTimeSelector() DoTimeRowSelector
	NewBoolSelector() DoBoolRowSelector
	NewIntSelector() DoIntRowSelector
	NewUIntSelector() DoUIntRowSelector
	NewFloatSelector() DoFloatRowSelector
	NewStringSelector() DoStringRowSelector
}

type Rower 

type Rower interface {
	Rows() []Row
}

type ScheduleFunc 

type ScheduleFunc func(ctx context.Context, throughput int)

ScheduleFunc is a function that represents work to do. The throughput is the maximum number of messages to process for this scheduling.

type SelectorConfig 

type SelectorConfig struct {
	plan.DefaultCost
	Column string `json:"column"`
}

func (*SelectorConfig) ReadArgs 

func (c *SelectorConfig) ReadArgs(args flux.Arguments) error

type Source 

type Source interface {
	Node
	Run(ctx context.Context)
	SetLabel(label string)
	Label() string
}

func CreateSourceFromDecoder added in v0.17.0 

func CreateSourceFromDecoder(decoder SourceDecoder, dsid DatasetID, a Administration) (Source, error)

CreateSourceFromDecoder takes an implementation of a SourceDecoder, as well as a dataset ID and Administration type and creates an execute.Source.

func CreateSourceFromIterator added in v0.49.0 

func CreateSourceFromIterator(iterator SourceIterator, dsid DatasetID) (Source, error)

CreateSourceFromIterator takes an implementation of a SourceIterator as well as a dataset ID and creates an execute.Source.

type SourceDecoder added in v0.17.0 

type SourceDecoder interface {
	Connect(ctx context.Context) error
	Fetch(ctx context.Context) (bool, error)
	Decode(ctx context.Context) (flux.Table, error)
	Close() error
}

SourceDecoder is an interface that generalizes the process of retrieving data from an unspecified data source.

Connect implements the logic needed to connect directly to the data source.

Fetch implements a single fetch of data from the source (may be called multiple times). Should return false when there is no more data to retrieve.

Decode implements the process of marshaling the data returned by the source into a flux.Table type.

In executing the retrieval process, Connect is called once at the onset, and subsequent calls of Fetch() and Decode() are called iteratively until the data source is fully consumed.

type SourceIterator added in v0.49.0 

type SourceIterator interface {
	// Do will invoke the Source and cause each materialized flux.Table
	// to the given function.
	Do(ctx context.Context, f func(flux.Table) error) error
}

SourceIterator is an interface for iterating over flux.Table values in a source. It provides a common interface for creating an execute.Source in an iterative way.

type StreamContext 

type StreamContext interface {
	Bounds() *Bounds
}

StreamContext represents necessary context for a single stream of query data.

type StringValueFunc 

type StringValueFunc interface {
	ValueString() string
}

type TableBuilder 

type TableBuilder interface {
	Key() flux.GroupKey

	NRows() int
	NCols() int
	Cols() []flux.ColMeta

	// AddCol increases the size of the table by one column.
	// The index of the column is returned.
	AddCol(flux.ColMeta) (int, error)

	// Set sets the value at the specified coordinates
	// The rows and columns must exist before calling set, otherwise Set panics.
	SetValue(i, j int, value values.Value) error
	SetNil(i, j int) error

	// Append will add a single value to the end of a column.  Will set the number of
	// rows in the table to the size of the new column. It's the caller's job to make sure
	// that the expected number of rows in each column is equal.
	AppendBool(j int, value bool) error
	AppendInt(j int, value int64) error
	AppendUInt(j int, value uint64) error
	AppendFloat(j int, value float64) error
	AppendString(j int, value string) error
	AppendTime(j int, value Time) error
	AppendValue(j int, value values.Value) error
	AppendNil(j int) error

	// AppendBools and similar functions will append multiple values to column j.  As above,
	// it will set the numer of rows in the table to the size of the new column.  It's the
	// caller's job to make sure that the expected number of rows in each column is equal.
	AppendBools(j int, vs *array.Boolean) error
	AppendInts(j int, vs *array.Int64) error
	AppendUInts(j int, vs *array.Uint64) error
	AppendFloats(j int, vs *array.Float64) error
	AppendStrings(j int, vs *array.Binary) error
	AppendTimes(j int, vs *array.Int64) error

	// GrowBools and similar functions will extend column j by n zero-values for the respective type.
	// If the column has enough capacity, no reallocation is necessary.  If the capacity is insufficient,
	// a new slice is allocated with 1.5*newCapacity.  As with the Append functions, it is the
	// caller's job to make sure that the expected number of rows in each column is equal.
	GrowBools(j, n int) error
	GrowInts(j, n int) error
	GrowUInts(j, n int) error
	GrowFloats(j, n int) error
	GrowStrings(j, n int) error
	GrowTimes(j, n int) error

	// LevelColumns will check for columns that are too short and Grow them
	// so that each column is of uniform size.
	LevelColumns() error

	// Sort the rows of the by the values of the columns in the order listed.
	Sort(cols []string, desc bool)

	// ClearData removes all rows, while preserving the column meta data.
	ClearData()

	// Release releases any extraneous memory that has been retained.
	Release()

	// Table returns the table that has been built.
	// Further modifications of the builder will not effect the returned table.
	Table() (flux.Table, error)
}

TableBuilder builds tables that can be used multiple times

type TableBuilderCache 

type TableBuilderCache interface {
	// TableBuilder returns an existing or new TableBuilder for the given meta data.
	// The boolean return value indicates if TableBuilder is new.
	TableBuilder(key flux.GroupKey) (TableBuilder, bool)
	ForEachBuilder(f func(flux.GroupKey, TableBuilder))
}

type TableContext 

type TableContext struct {
	Key   flux.GroupKey
	Count int
}

type TablePredicateFn added in v0.34.1 

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

func NewTablePredicateFn added in v0.34.1 

func NewTablePredicateFn(fn *semantic.FunctionExpression, scope compiler.Scope) *TablePredicateFn

func (*TablePredicateFn) Prepare added in v0.34.1 

func (f *TablePredicateFn) Prepare(tbl flux.Table) (*TablePredicatePreparedFn, error)

type TablePredicatePreparedFn added in v0.68.0 

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

func (*TablePredicatePreparedFn) Eval added in v0.68.0 

func (f *TablePredicatePreparedFn) Eval(ctx context.Context, tbl flux.Table) (bool, error)

type Time 

type Time = values.Time

func Now 

func Now() Time

type Transformation 

type Transformation interface {
	RetractTable(id DatasetID, key flux.GroupKey) error
	// Process takes in one flux Table, performs data processing on it and
	// writes that table to a DataCache
	Process(id DatasetID, tbl flux.Table) error
	UpdateWatermark(id DatasetID, t Time) error
	UpdateProcessingTime(id DatasetID, t Time) error
	// Finish indicates that the Transformation is done processing. It is
	// the last method called on the Transformation
	Finish(id DatasetID, err error)
	SetLabel(label string)
	Label() string
}

Transformation represents functions that stream a set of tables, performs data processing on them and produces an output stream of tables

type TransformationSet added in v0.49.0 

type TransformationSet []Transformation

TransformationSet is a group of transformations.

func (TransformationSet) Finish added in v0.49.0 

func (ts TransformationSet) Finish(id DatasetID, err error)

func (TransformationSet) Process added in v0.49.0 

func (ts TransformationSet) Process(id DatasetID, tbl flux.Table) error

func (TransformationSet) RetractTable added in v0.49.0 

func (ts TransformationSet) RetractTable(id DatasetID, key flux.GroupKey) error

func (TransformationSet) UpdateProcessingTime added in v0.49.0 

func (ts TransformationSet) UpdateProcessingTime(id DatasetID, time Time) error

func (TransformationSet) UpdateWatermark added in v0.49.0 

func (ts TransformationSet) UpdateWatermark(id DatasetID, time Time) error

type Transport 

type Transport interface {
	Transformation
	// Finished reports when the Transport has completed and there is no more work to do.
	Finished() <-chan struct{}
}

type Trigger 

type Trigger interface {
	Triggered(TriggerContext) bool
	Finished() bool
	Reset()
}

func NewTriggerFromSpec 

func NewTriggerFromSpec(spec plan.TriggerSpec) Trigger

type TriggerContext 

type TriggerContext struct {
	Table                 TableContext
	Watermark             Time
	CurrentProcessingTime Time
}

type UIntValueFunc 

type UIntValueFunc interface {
	ValueUInt() uint64
}

type UpdateProcessingTimeMsg 

type UpdateProcessingTimeMsg interface {
	Message
	ProcessingTime() Time
}

type UpdateWatermarkMsg 

type UpdateWatermarkMsg interface {
	Message
	WatermarkTime() Time
}

type ValueFunc 

type ValueFunc interface {
	Type() flux.ColType
	IsNull() bool
}

type Window 

type Window struct {
	Every  Duration
	Period Duration
	Offset Duration
}

func NewWindow added in v0.19.0 

func NewWindow(every, period, offset Duration) (Window, error)

NewWindow creates a window with the given parameters, and normalizes the offset to a small positive duration. It also validates that the durations are valid when used within a window.

func (Window) GetEarliestBounds added in v0.19.0 

func (w Window) GetEarliestBounds(t Time) Bounds

GetEarliestBounds returns the bounds for the earliest window bounds that contains the given time t. For underlapping windows that do not contain time t, the window directly after time t will be returned.

func (Window) GetOverlappingBounds added in v0.19.0 

func (w Window) GetOverlappingBounds(b Bounds) []Bounds

GetOverlappingBounds returns a slice of bounds for each window that overlaps the input bounds b.

func (Window) IsValid added in v0.53.0 

func (w Window) IsValid() error

IsValid will check if this Window is valid and it will return an error if it isn't.

Source Files

View all Source files

Directories

Path Synopsis
Package executetest contains utilities for testing the query execution phase.
 Package executetest contains utilities for testing the query execution phase.
static
Package static provides utilities for easily constructing static tables that are meant for tests.
 Package static provides utilities for easily constructing static tables that are meant for tests.

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