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search.go
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// Copyright (c) 2014 Couchbase, Inc.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package bleve
import (
"fmt"
"reflect"
"sort"
"time"
"github.com/blevesearch/bleve/v2/analysis"
"github.com/blevesearch/bleve/v2/analysis/datetime/optional"
"github.com/blevesearch/bleve/v2/document"
"github.com/blevesearch/bleve/v2/registry"
"github.com/blevesearch/bleve/v2/search"
"github.com/blevesearch/bleve/v2/search/collector"
"github.com/blevesearch/bleve/v2/search/query"
"github.com/blevesearch/bleve/v2/size"
"github.com/blevesearch/bleve/v2/util"
)
var reflectStaticSizeSearchResult int
var reflectStaticSizeSearchStatus int
func init() {
var sr SearchResult
reflectStaticSizeSearchResult = int(reflect.TypeOf(sr).Size())
var ss SearchStatus
reflectStaticSizeSearchStatus = int(reflect.TypeOf(ss).Size())
}
var cache = registry.NewCache()
const defaultDateTimeParser = optional.Name
type dateTimeRange struct {
Name string `json:"name,omitempty"`
Start time.Time `json:"start,omitempty"`
End time.Time `json:"end,omitempty"`
DateTimeParser string `json:"datetime_parser,omitempty"`
startString *string
endString *string
}
func (dr *dateTimeRange) ParseDates(dateTimeParser analysis.DateTimeParser) (start, end time.Time, err error) {
start = dr.Start
if dr.Start.IsZero() && dr.startString != nil {
s, _, parseError := dateTimeParser.ParseDateTime(*dr.startString)
if parseError != nil {
return start, end, fmt.Errorf("error parsing start date '%s' for date range name '%s': %v", *dr.startString, dr.Name, parseError)
}
start = s
}
end = dr.End
if dr.End.IsZero() && dr.endString != nil {
e, _, parseError := dateTimeParser.ParseDateTime(*dr.endString)
if parseError != nil {
return start, end, fmt.Errorf("error parsing end date '%s' for date range name '%s': %v", *dr.endString, dr.Name, parseError)
}
end = e
}
return start, end, err
}
func (dr *dateTimeRange) UnmarshalJSON(input []byte) error {
var temp struct {
Name string `json:"name,omitempty"`
Start *string `json:"start,omitempty"`
End *string `json:"end,omitempty"`
DateTimeParser string `json:"datetime_parser,omitempty"`
}
if err := util.UnmarshalJSON(input, &temp); err != nil {
return err
}
dr.Name = temp.Name
if temp.Start != nil {
dr.startString = temp.Start
}
if temp.End != nil {
dr.endString = temp.End
}
if temp.DateTimeParser != "" {
dr.DateTimeParser = temp.DateTimeParser
}
return nil
}
func (dr *dateTimeRange) MarshalJSON() ([]byte, error) {
rv := map[string]interface{}{
"name": dr.Name,
}
if !dr.Start.IsZero() {
rv["start"] = dr.Start
} else if dr.startString != nil {
rv["start"] = dr.startString
}
if !dr.End.IsZero() {
rv["end"] = dr.End
} else if dr.endString != nil {
rv["end"] = dr.endString
}
if dr.DateTimeParser != "" {
rv["datetime_parser"] = dr.DateTimeParser
}
return util.MarshalJSON(rv)
}
type numericRange struct {
Name string `json:"name,omitempty"`
Min *float64 `json:"min,omitempty"`
Max *float64 `json:"max,omitempty"`
}
// A FacetRequest describes a facet or aggregation
// of the result document set you would like to be
// built.
type FacetRequest struct {
Size int `json:"size"`
Field string `json:"field"`
NumericRanges []*numericRange `json:"numeric_ranges,omitempty"`
DateTimeRanges []*dateTimeRange `json:"date_ranges,omitempty"`
}
// NewFacetRequest creates a facet on the specified
// field that limits the number of entries to the
// specified size.
func NewFacetRequest(field string, size int) *FacetRequest {
return &FacetRequest{
Field: field,
Size: size,
}
}
func (fr *FacetRequest) Validate() error {
nrCount := len(fr.NumericRanges)
drCount := len(fr.DateTimeRanges)
if nrCount > 0 && drCount > 0 {
return fmt.Errorf("facet can only contain numeric ranges or date ranges, not both")
}
if nrCount > 0 {
nrNames := map[string]interface{}{}
for _, nr := range fr.NumericRanges {
if _, ok := nrNames[nr.Name]; ok {
return fmt.Errorf("numeric ranges contains duplicate name '%s'", nr.Name)
}
nrNames[nr.Name] = struct{}{}
if nr.Min == nil && nr.Max == nil {
return fmt.Errorf("numeric range query must specify either min, max or both for range name '%s'", nr.Name)
}
}
} else {
dateTimeParser, err := cache.DateTimeParserNamed(defaultDateTimeParser)
if err != nil {
return err
}
drNames := map[string]interface{}{}
for _, dr := range fr.DateTimeRanges {
if _, ok := drNames[dr.Name]; ok {
return fmt.Errorf("date ranges contains duplicate name '%s'", dr.Name)
}
drNames[dr.Name] = struct{}{}
if dr.DateTimeParser == "" {
// cannot parse the date range dates as the defaultDateTimeParser is overridden
// so perform this validation at query time
start, end, err := dr.ParseDates(dateTimeParser)
if err != nil {
return fmt.Errorf("ParseDates err: %v, using date time parser named %s", err, defaultDateTimeParser)
}
if start.IsZero() && end.IsZero() {
return fmt.Errorf("date range query must specify either start, end or both for range name '%s'", dr.Name)
}
}
}
}
return nil
}
// AddDateTimeRange adds a bucket to a field
// containing date values. Documents with a
// date value falling into this range are tabulated
// as part of this bucket/range.
func (fr *FacetRequest) AddDateTimeRange(name string, start, end time.Time) {
if fr.DateTimeRanges == nil {
fr.DateTimeRanges = make([]*dateTimeRange, 0, 1)
}
fr.DateTimeRanges = append(fr.DateTimeRanges, &dateTimeRange{Name: name, Start: start, End: end})
}
// AddDateTimeRangeString adds a bucket to a field
// containing date values. Uses defaultDateTimeParser to parse the date strings.
func (fr *FacetRequest) AddDateTimeRangeString(name string, start, end *string) {
if fr.DateTimeRanges == nil {
fr.DateTimeRanges = make([]*dateTimeRange, 0, 1)
}
fr.DateTimeRanges = append(fr.DateTimeRanges,
&dateTimeRange{Name: name, startString: start, endString: end})
}
// AddDateTimeRangeString adds a bucket to a field
// containing date values. Uses the specified parser to parse the date strings.
// provided the parser is registered in the index mapping.
func (fr *FacetRequest) AddDateTimeRangeStringWithParser(name string, start, end *string, parser string) {
if fr.DateTimeRanges == nil {
fr.DateTimeRanges = make([]*dateTimeRange, 0, 1)
}
fr.DateTimeRanges = append(fr.DateTimeRanges,
&dateTimeRange{Name: name, startString: start, endString: end, DateTimeParser: parser})
}
// AddNumericRange adds a bucket to a field
// containing numeric values. Documents with a
// numeric value falling into this range are
// tabulated as part of this bucket/range.
func (fr *FacetRequest) AddNumericRange(name string, min, max *float64) {
if fr.NumericRanges == nil {
fr.NumericRanges = make([]*numericRange, 0, 1)
}
fr.NumericRanges = append(fr.NumericRanges, &numericRange{Name: name, Min: min, Max: max})
}
// FacetsRequest groups together all the
// FacetRequest objects for a single query.
type FacetsRequest map[string]*FacetRequest
func (fr FacetsRequest) Validate() error {
for _, v := range fr {
if err := v.Validate(); err != nil {
return err
}
}
return nil
}
// HighlightRequest describes how field matches
// should be highlighted.
type HighlightRequest struct {
Style *string `json:"style"`
Fields []string `json:"fields"`
}
// NewHighlight creates a default
// HighlightRequest.
func NewHighlight() *HighlightRequest {
return &HighlightRequest{}
}
// NewHighlightWithStyle creates a HighlightRequest
// with an alternate style.
func NewHighlightWithStyle(style string) *HighlightRequest {
return &HighlightRequest{
Style: &style,
}
}
func (h *HighlightRequest) AddField(field string) {
if h.Fields == nil {
h.Fields = make([]string, 0, 1)
}
h.Fields = append(h.Fields, field)
}
func (r *SearchRequest) Validate() error {
if srq, ok := r.Query.(query.ValidatableQuery); ok {
err := srq.Validate()
if err != nil {
return err
}
}
if r.SearchAfter != nil && r.SearchBefore != nil {
return fmt.Errorf("cannot use search after and search before together")
}
if r.SearchAfter != nil {
if r.From != 0 {
return fmt.Errorf("cannot use search after with from !=0")
}
if len(r.SearchAfter) != len(r.Sort) {
return fmt.Errorf("search after must have same size as sort order")
}
}
if r.SearchBefore != nil {
if r.From != 0 {
return fmt.Errorf("cannot use search before with from !=0")
}
if len(r.SearchBefore) != len(r.Sort) {
return fmt.Errorf("search before must have same size as sort order")
}
}
err := validateKNN(r)
if err != nil {
return err
}
return r.Facets.Validate()
}
// AddFacet adds a FacetRequest to this SearchRequest
func (r *SearchRequest) AddFacet(facetName string, f *FacetRequest) {
if r.Facets == nil {
r.Facets = make(FacetsRequest, 1)
}
r.Facets[facetName] = f
}
// SortBy changes the request to use the requested sort order
// this form uses the simplified syntax with an array of strings
// each string can either be a field name
// or the magic value _id and _score which refer to the doc id and search score
// any of these values can optionally be prefixed with - to reverse the order
func (r *SearchRequest) SortBy(order []string) {
so := search.ParseSortOrderStrings(order)
r.Sort = so
}
// SortByCustom changes the request to use the requested sort order
func (r *SearchRequest) SortByCustom(order search.SortOrder) {
r.Sort = order
}
// SetSearchAfter sets the request to skip over hits with a sort
// value less than the provided sort after key
func (r *SearchRequest) SetSearchAfter(after []string) {
r.SearchAfter = after
}
// SetSearchBefore sets the request to skip over hits with a sort
// value greater than the provided sort before key
func (r *SearchRequest) SetSearchBefore(before []string) {
r.SearchBefore = before
}
// NewSearchRequest creates a new SearchRequest
// for the Query, using default values for all
// other search parameters.
func NewSearchRequest(q query.Query) *SearchRequest {
return NewSearchRequestOptions(q, 10, 0, false)
}
// NewSearchRequestOptions creates a new SearchRequest
// for the Query, with the requested size, from
// and explanation search parameters.
// By default results are ordered by score, descending.
func NewSearchRequestOptions(q query.Query, size, from int, explain bool) *SearchRequest {
return &SearchRequest{
Query: q,
Size: size,
From: from,
Explain: explain,
Sort: search.SortOrder{&search.SortScore{Desc: true}},
}
}
// IndexErrMap tracks errors with the name of the index where it occurred
type IndexErrMap map[string]error
// MarshalJSON seralizes the error into a string for JSON consumption
func (iem IndexErrMap) MarshalJSON() ([]byte, error) {
tmp := make(map[string]string, len(iem))
for k, v := range iem {
tmp[k] = v.Error()
}
return util.MarshalJSON(tmp)
}
func (iem IndexErrMap) UnmarshalJSON(data []byte) error {
var tmp map[string]string
err := util.UnmarshalJSON(data, &tmp)
if err != nil {
return err
}
for k, v := range tmp {
iem[k] = fmt.Errorf("%s", v)
}
return nil
}
// SearchStatus is a secion in the SearchResult reporting how many
// underlying indexes were queried, how many were successful/failed
// and a map of any errors that were encountered
type SearchStatus struct {
Total int `json:"total"`
Failed int `json:"failed"`
Successful int `json:"successful"`
Errors IndexErrMap `json:"errors,omitempty"`
}
// Merge will merge together multiple SearchStatuses during a MultiSearch
func (ss *SearchStatus) Merge(other *SearchStatus) {
ss.Total += other.Total
ss.Failed += other.Failed
ss.Successful += other.Successful
if len(other.Errors) > 0 {
if ss.Errors == nil {
ss.Errors = make(map[string]error)
}
for otherIndex, otherError := range other.Errors {
ss.Errors[otherIndex] = otherError
}
}
}
// A SearchResult describes the results of executing
// a SearchRequest.
//
// Status - Whether the search was executed on the underlying indexes successfully
// or failed, and the corresponding errors.
// Request - The SearchRequest that was executed.
// Hits - The list of documents that matched the query and their corresponding
// scores, score explanation, location info and so on.
// Total - The total number of documents that matched the query.
// Cost - indicates how expensive was the query with respect to bytes read
// from the mmaped index files.
// MaxScore - The maximum score seen across all document hits seen for this query.
// Took - The time taken to execute the search.
// Facets - The facet results for the search.
type SearchResult struct {
Status *SearchStatus `json:"status"`
Request *SearchRequest `json:"request,omitempty"`
Hits search.DocumentMatchCollection `json:"hits"`
Total uint64 `json:"total_hits"`
Cost uint64 `json:"cost"`
MaxScore float64 `json:"max_score"`
Took time.Duration `json:"took"`
Facets search.FacetResults `json:"facets"`
}
func (sr *SearchResult) Size() int {
sizeInBytes := reflectStaticSizeSearchResult + size.SizeOfPtr +
reflectStaticSizeSearchStatus
for _, entry := range sr.Hits {
if entry != nil {
sizeInBytes += entry.Size()
}
}
for k, v := range sr.Facets {
sizeInBytes += size.SizeOfString + len(k) +
v.Size()
}
return sizeInBytes
}
func (sr *SearchResult) String() string {
rv := ""
if sr.Total > 0 {
if sr.Request != nil && sr.Request.Size > 0 {
rv = fmt.Sprintf("%d matches, showing %d through %d, took %s\n", sr.Total, sr.Request.From+1, sr.Request.From+len(sr.Hits), sr.Took)
for i, hit := range sr.Hits {
rv += fmt.Sprintf("%5d. %s (%f)\n", i+sr.Request.From+1, hit.ID, hit.Score)
for fragmentField, fragments := range hit.Fragments {
rv += fmt.Sprintf("\t%s\n", fragmentField)
for _, fragment := range fragments {
rv += fmt.Sprintf("\t\t%s\n", fragment)
}
}
for otherFieldName, otherFieldValue := range hit.Fields {
if _, ok := hit.Fragments[otherFieldName]; !ok {
rv += fmt.Sprintf("\t%s\n", otherFieldName)
rv += fmt.Sprintf("\t\t%v\n", otherFieldValue)
}
}
}
} else {
rv = fmt.Sprintf("%d matches, took %s\n", sr.Total, sr.Took)
}
} else {
rv = "No matches"
}
if len(sr.Facets) > 0 {
rv += fmt.Sprintf("Facets:\n")
for fn, f := range sr.Facets {
rv += fmt.Sprintf("%s(%d)\n", fn, f.Total)
for _, t := range f.Terms.Terms() {
rv += fmt.Sprintf("\t%s(%d)\n", t.Term, t.Count)
}
for _, n := range f.NumericRanges {
rv += fmt.Sprintf("\t%s(%d)\n", n.Name, n.Count)
}
for _, d := range f.DateRanges {
rv += fmt.Sprintf("\t%s(%d)\n", d.Name, d.Count)
}
if f.Other != 0 {
rv += fmt.Sprintf("\tOther(%d)\n", f.Other)
}
}
}
return rv
}
// Merge will merge together multiple SearchResults during a MultiSearch
func (sr *SearchResult) Merge(other *SearchResult) {
sr.Status.Merge(other.Status)
sr.Hits = append(sr.Hits, other.Hits...)
sr.Total += other.Total
sr.Cost += other.Cost
if other.MaxScore > sr.MaxScore {
sr.MaxScore = other.MaxScore
}
if sr.Facets == nil && len(other.Facets) != 0 {
sr.Facets = other.Facets
return
}
sr.Facets.Merge(other.Facets)
}
// MemoryNeededForSearchResult is an exported helper function to determine the RAM
// needed to accommodate the results for a given search request.
func MemoryNeededForSearchResult(req *SearchRequest) uint64 {
if req == nil {
return 0
}
numDocMatches := req.Size + req.From
if req.Size+req.From > collector.PreAllocSizeSkipCap {
numDocMatches = collector.PreAllocSizeSkipCap
}
estimate := 0
// overhead from the SearchResult structure
var sr SearchResult
estimate += sr.Size()
var dm search.DocumentMatch
sizeOfDocumentMatch := dm.Size()
// overhead from results
estimate += numDocMatches * sizeOfDocumentMatch
// overhead from facet results
if req.Facets != nil {
var fr search.FacetResult
estimate += len(req.Facets) * fr.Size()
}
// overhead from fields, highlighting
var d document.Document
if len(req.Fields) > 0 || req.Highlight != nil {
numDocsApplicable := req.Size
if numDocsApplicable > collector.PreAllocSizeSkipCap {
numDocsApplicable = collector.PreAllocSizeSkipCap
}
estimate += numDocsApplicable * d.Size()
}
return uint64(estimate)
}
// SetSortFunc sets the sort implementation to use when sorting hits.
//
// SearchRequests can specify a custom sort implementation to meet
// their needs. For instance, by specifying a parallel sort
// that uses all available cores.
func (r *SearchRequest) SetSortFunc(s func(sort.Interface)) {
r.sortFunc = s
}
// SortFunc returns the sort implementation to use when sorting hits.
// Defaults to sort.Sort.
func (r *SearchRequest) SortFunc() func(data sort.Interface) {
if r.sortFunc != nil {
return r.sortFunc
}
return sort.Sort
}