be_indexer

package module
v0.1.3 Latest Latest
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 Go to latest Published: Mar 4, 2022 License: MIT Imports: 11 Imported by: 0

README

Boolean Expression Index

Boolean expression index

算法描述来源于论文：Boolean expression index 为什么写它:

  • 大佬写的(优秀的代码)并没有开源
  • 网络上能看到的描述和实现模糊不清，完全不能够工程化
  • 在线广告、某些功能模块借助其可以实现非常优雅的代码实现
  • 论文没有提及的多值查询的问题没有直接给出实现提示，但是实际应用中都特别需要支持

这个Golang版本基本上是之前实现的C++版本的clone,C++实现移步 使用限制： 因为存在对信息存在编码和压缩，所以存在一些限制，使用时注意规避

  • 文档ID最大值限制为:2^32
  • 每个文档最多拥有256个Conjunction
  • 每个DNF最大支持组合条件(field)个数：256
  • 支持任何可以通过parse值化的类型，见parser的定义
  • 默认倒排容器是hash, 因抽用了8bit用在存储field id，所以最大值数量限制：数值/字符串各2^56个（约7.205...e16）
usage:
package main

import (
	"fmt"

	"github.com/echoface/be_indexer/parser"

	"github.com/echoface/be_indexer/util"

	"github.com/echoface/be_indexer"
)

func buildTestDoc() []*be_indexer.Document {
	return []*be_indexer.Document{}
}

func main() {
	builder := be_indexer.NewIndexerBuilder()
	// or use a compacted version, it faster about 12% than default
	// builder := be_indexer.NewCompactIndexerBuilder()

	// optional special a holder/container for field
	builder.ConfigField("keyword", be_indexer.FieldOption{
		Parser:    parser.ParserNameCommon,
		Container: be_indexer.HolderNameACMatcher,
	})

	for _, doc := range buildTestDoc() {
		err := builder.AddDocument(doc)
		util.PanicIfErr(err, "document can't be resolved")
	}

	indexer := builder.BuildIndex()

	result, e := indexer.Retrieve(map[be_indexer.BEField]be_indexer.Values{
		"age": be_indexer.NewValues2(5),
	})
	fmt.Println(e, result)

	result, e = indexer.Retrieve(map[be_indexer.BEField]be_indexer.Values{
		"ip": be_indexer.NewStrValues2("localhost"),
	})
	fmt.Println(e, result)

	result, e = indexer.Retrieve(map[be_indexer.BEField]be_indexer.Values{
		"age":  be_indexer.NewIntValues2(1),
		"city": be_indexer.NewStrValues2("sh"),
		"tag":  be_indexer.NewValues2("tag1"),
	}, be_indexer.WithStepDetail(), be_indexer.WithDumpEntries())
	fmt.Println(e, result)
}

roaring bitmap based boolean expression index(roaringidx)

基于bitmap的布尔索引实现，相对于Boolean expression index论文的实现， 是利用bitmap在集合运算方面的优势实现的DNF Match逻辑，目前支持普通的倒排 以及基于AhoCorasick的字符串模式匹配逻辑实现。从benchmark 结果来看， 在大规模多fields的场景下， 性能相对于Boolean expression index的实现性能 相对来说要差一些，但是其可理解性要好一点。 bitmap方面借助roaring bitmap的实现，在大基数稀疏场景下可以节省大量的内存。aho corasick 选型上也选取 了使用double array trie的实现，索引上内存有所压缩。

usage
package main

import (
	"fmt"

	"github.com/echoface/be_indexer"
	"github.com/echoface/be_indexer/parser"
	"github.com/echoface/be_indexer/roaringidx"
	"github.com/echoface/be_indexer/util"
)

func main() {

	builder := roaringidx.NewIndexerBuilder()

	builder.ConfigureField("ad_id", roaringidx.FieldSetting{
		Container: roaringidx.ContainerNameDefault,
		Parser:    parser.ParserNameNumber,
	})
	builder.ConfigureField("package", roaringidx.FieldSetting{
		Container: roaringidx.ContainerNameDefault,
		Parser:    parser.ParserNameStrHash,
	})
	builder.ConfigureField("keywords", roaringidx.FieldSetting{
		Container: roaringidx.ContainerNameAcMatch,
		Parser:    parser.ParserNameCommon,
	})

	doc1 := be_indexer.NewDocument(1)
	doc1.AddConjunction(be_indexer.NewConjunction().
		Include("ad_id", be_indexer.NewIntValues(100, 101, 108)).
		Exclude("package", be_indexer.NewStrValues("com.echoface.not")))
	doc1.AddConjunction(be_indexer.NewConjunction().
		Include("package", be_indexer.NewStrValues("com.echoface.in")))

	doc3 := be_indexer.NewDocument(20)
	doc3.AddConjunctions(be_indexer.NewConjunction())

	doc4 := be_indexer.NewDocument(50)
	doc4.AddConjunction(be_indexer.NewConjunction().
		Exclude("ad_id", be_indexer.NewIntValues(100, 108)).
		Include("package", be_indexer.NewStrValues("com.echoface.be")))

	builder.AddDocuments(doc1, doc3, doc4)

	indexer, err := builder.BuildIndexer()
	util.PanicIfErr(err, "should not err here")

	scanner := roaringidx.NewScanner(indexer)
	conjIDs, err := scanner.Retrieve(map[be_indexer.BEField]be_indexer.Values{
		"ad_id":   []interface{}{100, 102},
		"package": []interface{}{"com.echoface.be", "com.echoface.not"},
	})
	fmt.Println(roaringidx.FormatBitMapResult(conjIDs))
	scanner.Reset()
}

Copyright (C) 2018, by HuanGong gonghuan.dev@gmail.com.

Under the MIT License.

See the LICENSE file for details.

Documentation

Index

Constants

View Source 
const (
	HolderNameDefault   = "default"
	HolderNameACMatcher = "ac_matcher"
)
View Source 
const (
	NULLENTRY EntryID = 0xFFFFFFFFFFFFFFFF

	MaxBEFieldID uint64 = 0xFF             // 8bit
	MaxBEValueID uint64 = 0xFFFFFFFFFFFFFF // 56bit

)
View Source 
const (
	DebugLevel = iota
	InfoLevel
	ErrorLevel
)
View Source 
const (
	LinearSearchLengthThreshold = 8
)
View Source 
const (
	WildcardFieldName = BEField("_Z_")
)

Variables

View Source 
var (
	LogLevel int           = InfoLevel // control defaultLogger log level
	Logger   BEIndexLogger = &DefaultLogger{}
)

Functions

func HasHolderBuilder 

func HasHolderBuilder(name string) bool

func LogDebugIf 

func LogDebugIf(condition bool, format string, v ...interface{})

func LogErrIf 

func LogErrIf(condition bool, format string, v ...interface{})

func LogIfErr 

func LogIfErr(err error, format string, v ...interface{})

func LogInfoIf 

func LogInfoIf(condition bool, format string, v ...interface{})

func NewInt32Values 

func NewInt32Values(o ...int32) (res []interface{})

func NewInt32Values2 

func NewInt32Values2(v int32, o ...int32) (res []interface{})

func NewInt64Values 

func NewInt64Values(o ...int64) (res []interface{})

func NewInt64Values2 

func NewInt64Values2(v int64, o ...int64) (res []interface{})

func NewIntValues 

func NewIntValues(o ...int) (res []interface{})

func NewIntValues2 

func NewIntValues2(v int, o ...int) (res []interface{})

func NewStrValues 

func NewStrValues(ss ...string) (res []interface{})

func NewStrValues2 

func NewStrValues2(v string, ss ...string) (res []interface{})

func PutCollector 

func PutCollector(c *DocIDCollector)

func RegisterEntriesHolder 

func RegisterEntriesHolder(name string, builder HolderBuilder) error

Types

type ACEntriesHolder 

type ACEntriesHolder struct {
	ACHolderOption

	KeepBuilder bool
	// contains filtered or unexported fields
}

func NewACEntriesHolder 

func NewACEntriesHolder(option ACHolderOption) *ACEntriesHolder

NewACEntriesHolder it will default drop the builder after compile ac-machine, you can register a customized ACEntriesHolder(with builder detail), and the register it 

RegisterEntriesHolder(HolderNameACMatcher, func() EntriesHolder {
    holder := NewACEntriesHolder()
    holder.KeepBuilder = true
    return holder
})

NOTE: this just for debugging usage, it will consume memory much more

func (*ACEntriesHolder) AddFieldEID 

func (h *ACEntriesHolder) AddFieldEID(field *fieldDesc, values Values, eid EntryID) error

func (*ACEntriesHolder) CompileEntries 

func (h *ACEntriesHolder) CompileEntries()

func (*ACEntriesHolder) DumpEntries 

func (h *ACEntriesHolder) DumpEntries(buffer *strings.Builder)

func (*ACEntriesHolder) EnableDebug 

func (h *ACEntriesHolder) EnableDebug(debug bool)

func (*ACEntriesHolder) GetEntries 

func (h *ACEntriesHolder) GetEntries(field *fieldDesc, assigns Values) (CursorGroup, error)

type ACHolderOption 

type ACHolderOption struct {
	// QuerySep 查询时，当存在多个值时，使用什么分隔符拼接多个查询字段来组成查询语句, 默认使用whitespace
	// 这是因为在语义上'空'更符合逻辑表达的正确性
	QuerySep string
}

type Assignments 

type Assignments map[BEField]Values

func (Assignments) Size 

func (ass Assignments) Size() (size int)

type BEField 

type BEField string

type BEIndex 

type BEIndex interface {

	// Retrieve scan index data and retrieve satisfied document
	Retrieve(queries Assignments, opt ...IndexOpt) (DocIDList, error)

	// RetrieveWithCollector scan index data and retrieve satisfied document
	RetrieveWithCollector(Assignments, ResultCollector, ...IndexOpt) error

	// DumpEntries debug api
	DumpEntries() string

	DumpEntriesSummary() string
	// contains filtered or unexported methods
}

func NewSizeGroupedBEIndex 

func NewSizeGroupedBEIndex() BEIndex

type BEIndexLogger 

type BEIndexLogger interface {
	Debugf(format string, v ...interface{})
	Infof(format string, v ...interface{})
	Errorf(format string, v ...interface{})
}

type BoolValues 

type BoolValues struct {
	Incl  bool   `json:"inc"`   // include: true exclude: false
	Value Values `json:"value"` // values can be parser parse to id
}

BoolValues expression a bool logic like: (in) [15,16,17], (not in) [shanghai,yz]

func (*BoolValues) JSONString 

func (v *BoolValues) JSONString() string

func (*BoolValues) String 

func (v *BoolValues) String() string

type BooleanExpr 

type BooleanExpr struct {
	BoolValues
	Field BEField `json:"field"`
}

BooleanExpr expression a bool logic like: age (in) [15,16,17], city (not in) [shanghai,yz]

func NewBoolExpr 

func NewBoolExpr(field BEField, inc bool, v Values) *BooleanExpr

func NewBoolExpr2 

func NewBoolExpr2(field BEField, expr BoolValues) *BooleanExpr

type CompactedBEIndex 

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

func NewCompactedBEIndex 

func NewCompactedBEIndex() *CompactedBEIndex

func (*CompactedBEIndex) DumpEntries 

func (bi *CompactedBEIndex) DumpEntries() string

func (*CompactedBEIndex) DumpEntriesSummary 

func (bi *CompactedBEIndex) DumpEntriesSummary() string

func (*CompactedBEIndex) Retrieve 

func (bi *CompactedBEIndex) Retrieve(
	queries Assignments, opts ...IndexOpt) (result DocIDList, err error)

func (*CompactedBEIndex) RetrieveWithCollector 

func (bi *CompactedBEIndex) RetrieveWithCollector(
	queries Assignments, collector ResultCollector, opts ...IndexOpt) (err error)

type ConjID 

type ConjID uint64

ConjID max support 56bit len |--[(reserved(16)) | size(8bit) | index(8bit) | docID(32bit)]

func NewConjID 

func NewConjID(docID DocID, index, size int) ConjID

NewConjID (reserved(16))| size(8bit) | index(8bit) | docID(32bit)

func (ConjID) DocID 

func (id ConjID) DocID() DocID

func (ConjID) Index 

func (id ConjID) Index() int

func (ConjID) Size 

func (id ConjID) Size() int

type Conjunction 

type Conjunction struct {
	Expressions map[BEField]*BoolValues `json:"exprs"` // 同一个Conj内不允许重复的Field
}

func NewConjunction 

func NewConjunction() *Conjunction

func (*Conjunction) AddBoolExpr 

func (conj *Conjunction) AddBoolExpr(expr *BooleanExpr) *Conjunction

func (*Conjunction) AddBoolExprs 

func (conj *Conjunction) AddBoolExprs(exprs ...*BooleanExpr)

AddBoolExprs append boolean expression, don't allow same field added twice in one conjunction

func (*Conjunction) AddExpression 

func (conj *Conjunction) AddExpression(expr *BooleanExpr) *Conjunction

func (*Conjunction) AddExpression3 

func (conj *Conjunction) AddExpression3(field string, include bool, values Values) *Conjunction

func (*Conjunction) CalcConjSize 

func (conj *Conjunction) CalcConjSize() (size int)

func (*Conjunction) Exclude 

func (conj *Conjunction) Exclude(field BEField, values Values) *Conjunction

func (*Conjunction) In 

func (conj *Conjunction) In(field BEField, values Values) *Conjunction

In any value in values is a **true** expression

func (*Conjunction) Include 

func (conj *Conjunction) Include(field BEField, values Values) *Conjunction

func (*Conjunction) JSONString 

func (conj *Conjunction) JSONString() string

func (*Conjunction) NotIn 

func (conj *Conjunction) NotIn(field BEField, values Values) *Conjunction

NotIn any value in values is a **false** expression

func (*Conjunction) String 

func (conj *Conjunction) String() string

type CursorGroup 

type CursorGroup []*EntriesCursor

func (CursorGroup) DumpEntries 

func (cg CursorGroup) DumpEntries(sb *strings.Builder)

type DefaultEntriesHolder 

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

DefaultEntriesHolder EntriesHolder implement base on hash map holder map<key, Entries>

func (*DefaultEntriesHolder) AddFieldEID 

func (h *DefaultEntriesHolder) AddFieldEID(field *fieldDesc, values Values, eid EntryID) (err error)

func (*DefaultEntriesHolder) AppendEntryID 

func (h *DefaultEntriesHolder) AppendEntryID(key Key, id EntryID)

func (*DefaultEntriesHolder) CompileEntries 

func (h *DefaultEntriesHolder) CompileEntries()

func (*DefaultEntriesHolder) DumpEntries 

func (h *DefaultEntriesHolder) DumpEntries(buffer *strings.Builder)

func (*DefaultEntriesHolder) EnableDebug 

func (h *DefaultEntriesHolder) EnableDebug(debug bool)

func (*DefaultEntriesHolder) GetEntries 

func (h *DefaultEntriesHolder) GetEntries(field *fieldDesc, assigns Values) (r CursorGroup, e error)

type DefaultLogger 

type DefaultLogger struct {
}

DefaultLogger a console logger use fmt lib

func (*DefaultLogger) Debugf 

func (l *DefaultLogger) Debugf(format string, v ...interface{})

func (*DefaultLogger) Errorf 

func (l *DefaultLogger) Errorf(format string, v ...interface{})

func (*DefaultLogger) Infof 

func (l *DefaultLogger) Infof(format string, v ...interface{})

type DocID 

type DocID int64

type DocIDCollector 

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

DocIDCollector Default Collector with removing duplicated doc

func NewDocIDCollector 

func NewDocIDCollector() *DocIDCollector

func PickCollector 

func PickCollector() *DocIDCollector

func (*DocIDCollector) Add 

func (c *DocIDCollector) Add(docID DocID, _ ConjID)

func (*DocIDCollector) DocCount 

func (c *DocIDCollector) DocCount() int

func (*DocIDCollector) GetDocIDs 

func (c *DocIDCollector) GetDocIDs() (ids DocIDList)

func (*DocIDCollector) GetDocIDsInto 

func (c *DocIDCollector) GetDocIDsInto(ids *DocIDList)

func (*DocIDCollector) Reset 

func (c *DocIDCollector) Reset()

type DocIDList 

type DocIDList []DocID

func (DocIDList) Contain 

func (s DocIDList) Contain(id DocID) bool

func (DocIDList) Len 

func (s DocIDList) Len() int

Len sort API

func (DocIDList) Less 

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

func (DocIDList) Sub 

func (s DocIDList) Sub(other DocIDList) (r DocIDList)

func (DocIDList) Swap 

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

type Document 

type Document struct {
	ID   DocID          `json:"id"`   // 只支持int32最大值个Doc
	Cons []*Conjunction `json:"cons"` // conjunction之间的关系是或，具体描述可以看论文的表述
}

func NewDocument 

func NewDocument(id DocID) *Document

func (*Document) AddConjunction 

func (doc *Document) AddConjunction(cons ...*Conjunction)

AddConjunction 一组完整的expression， 必须是完整一个描述文档的DNF Bool表达的条件组合*/

func (*Document) AddConjunctions 

func (doc *Document) AddConjunctions(conj *Conjunction, others ...*Conjunction)

func (*Document) JSONString 

func (doc *Document) JSONString() string

func (*Document) String 

func (doc *Document) String() string

String a more compacted string

type Entries 

type Entries []EntryID

Entries a type define for sort option

func (Entries) DocString 

func (s Entries) DocString() []string

func (Entries) Len 

func (s Entries) Len() int

Len Entries sort API

func (Entries) Less 

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

func (Entries) Swap 

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

type EntriesContainer 

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

EntriesContainer for default Entries Holder, it can hold different field's entries, but for ACMatcher or other Holder, it may only hold entries for one field

func (*EntriesContainer) DumpString 

func (c *EntriesContainer) DumpString(buf *strings.Builder)

type EntriesCursor 

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

EntriesCursor represent a posting list for one Assign (age, 15): [1, 2, 5, 19, 22] cursor: ^

func NewEntriesCursor 

func NewEntriesCursor(key QKey, entries Entries) *EntriesCursor

func (*EntriesCursor) DumpEntries 

func (cur *EntriesCursor) DumpEntries(sb *strings.Builder)

func (*EntriesCursor) GetCurEntryID 

func (sc *EntriesCursor) GetCurEntryID() EntryID

func (*EntriesCursor) LinearSkip 

func (sc *EntriesCursor) LinearSkip(id EntryID) EntryID

func (*EntriesCursor) LinearSkipTo 

func (sc *EntriesCursor) LinearSkipTo(id EntryID) EntryID

func (*EntriesCursor) Skip 

func (sc *EntriesCursor) Skip(id EntryID) EntryID

func (*EntriesCursor) SkipTo 

func (sc *EntriesCursor) SkipTo(id EntryID) EntryID

type EntriesHolder 

type EntriesHolder interface {
	EnableDebug(debug bool)

	DumpEntries(buffer *strings.Builder)

	// CompileEntries finalize entries status for query, build or make sorted
	// according to the paper, entries must be sorted
	CompileEntries()

	GetEntries(field *fieldDesc, assigns Values) (CursorGroup, error)

	// AddFieldEID tokenize values and add it to holder container
	AddFieldEID(field *fieldDesc, values Values, eid EntryID) error
}

func NewDefaultEntriesHolder 

func NewDefaultEntriesHolder() EntriesHolder

func NewEntriesHolder 

func NewEntriesHolder(name string) EntriesHolder

type EntryID 

type EntryID uint64

EntryID [-- ConjID(48bit) --|-- empty(15bit) -- | --incl/excl(1bit) --] 

|--[(reserved(16)) | size(8bit) | index(8bit)  | docID(32bit)]

func NewEntryID 

func NewEntryID(id ConjID, incl bool) EntryID

NewEntryID |-- ConjID(48bit) --|-- empty(15bit) -- | --incl/excl(1bit) --|

func (EntryID) DocString 

func (entry EntryID) DocString() string

func (EntryID) GetConjID 

func (entry EntryID) GetConjID() ConjID

func (EntryID) IsExclude 

func (entry EntryID) IsExclude() bool

func (EntryID) IsInclude 

func (entry EntryID) IsInclude() bool

func (EntryID) IsNULLEntry 

func (entry EntryID) IsNULLEntry() bool

type FieldCursor 

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

FieldCursor for a boolean expression: {"tag", "in", [1, 2, 3]} tag_2: [ID5] tag_1: [ID1, ID2, ID7]

func NewFieldCursor 

func NewFieldCursor(cursors ...*EntriesCursor) *FieldCursor

func (*FieldCursor) AddPostingList 

func (sg *FieldCursor) AddPostingList(cursor *EntriesCursor)

func (*FieldCursor) DumpEntries 

func (sg *FieldCursor) DumpEntries() string

func (*FieldCursor) GetCurConjID 

func (sg *FieldCursor) GetCurConjID() ConjID

func (*FieldCursor) GetCurEntryID 

func (sg *FieldCursor) GetCurEntryID() EntryID

func (*FieldCursor) ReachEnd 

func (sg *FieldCursor) ReachEnd() bool

func (*FieldCursor) Skip 

func (sg *FieldCursor) Skip(id EntryID) (newMin EntryID)

func (*FieldCursor) SkipTo 

func (sg *FieldCursor) SkipTo(id EntryID) (newMin EntryID)

type FieldCursors 

type FieldCursors []*FieldCursor

func (FieldCursors) Dump 

func (s FieldCursors) Dump() string

func (FieldCursors) DumpCurrent 

func (s FieldCursors) DumpCurrent() string

func (FieldCursors) Len 

func (s FieldCursors) Len() int

Len FieldCursors sort API

func (FieldCursors) Less 

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

func (FieldCursors) Sort 

func (s FieldCursors) Sort()

Sort golang's internal sort.Sort method have obvious overhead in performance.(runtime convTSlice) so here use a simple insert sort replace it. bz not much Element, may another quickSort here later

func (FieldCursors) Swap 

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

type FieldOption 

type FieldOption struct {
	Parser parser.FieldValueParser // will create a default parser if parser is nil

	Container string // specify Entries holder for all tokenized value Entries
}

type HolderBuilder 

type HolderBuilder func() EntriesHolder

type IndexOpt 

type IndexOpt func(ctx *retrieveContext)

func WithCollector 

func WithCollector(fn ResultCollector) IndexOpt

WithCollector specify a user defined collector

func WithDumpEntries 

func WithDumpEntries() IndexOpt

func WithStepDetail 

func WithStepDetail() IndexOpt

type IndexerBuilder 

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

func NewCompactIndexerBuilder 

func NewCompactIndexerBuilder() *IndexerBuilder

func NewIndexerBuilder 

func NewIndexerBuilder() *IndexerBuilder

func (*IndexerBuilder) AddDocument 

func (b *IndexerBuilder) AddDocument(doc *Document) error

func (*IndexerBuilder) BuildIndex 

func (b *IndexerBuilder) BuildIndex() BEIndex

func (*IndexerBuilder) ConfigField 

func (b *IndexerBuilder) ConfigField(field BEField, settings FieldOption)

type IndexerSettings 

type IndexerSettings struct {
	FieldConfig map[BEField]FieldOption
}

type Key 

type Key uint64

Key is the term represent field and its value, eg: <age,15> <field-8bit> | <value-56bit>

func NewKey 

func NewKey(fieldID uint64, valueID uint64) Key

NewKey API

func (Key) GetFieldID 

func (key Key) GetFieldID() uint64

func (Key) GetValueID 

func (key Key) GetValueID() uint64

func (Key) String 

func (key Key) String() string

type QKey 

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

func (*QKey) String 

func (key *QKey) String() string

type ResultCollector 

type ResultCollector interface {
	Add(id DocID, conj ConjID)

	GetDocIDs() (ids DocIDList)

	GetDocIDsInto(ids *DocIDList)
}

type SizeGroupedBEIndex 

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

func (*SizeGroupedBEIndex) DumpEntries 

func (bi *SizeGroupedBEIndex) DumpEntries() string

func (*SizeGroupedBEIndex) DumpEntriesSummary 

func (bi *SizeGroupedBEIndex) DumpEntriesSummary() string

func (*SizeGroupedBEIndex) Retrieve 

func (bi *SizeGroupedBEIndex) Retrieve(
	queries Assignments, opts ...IndexOpt) (result DocIDList, err error)

func (*SizeGroupedBEIndex) RetrieveWithCollector 

func (bi *SizeGroupedBEIndex) RetrieveWithCollector(
	queries Assignments, collector ResultCollector, opts ...IndexOpt) (err error)

type Values 

type Values []interface{}

func NewValues 

func NewValues(o ...interface{}) (res Values)

NewValues panic if invalid value

func NewValues2 

func NewValues2(v interface{}, o ...interface{}) (res Values)

Source Files

View all Source files

Directories

Path Synopsis
example
ac_cedar_test command
be_indexer_bench command
be_indexer_usage command
compacted_indexer command
grouped_indexer command
indexer_benchmark command
json_doc command
roaringidx_usage command

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