c9310b906d
counter-intuitively the list impl was faster than the heap the theory was the heap did more comparisons and swapping so even though it benefited from no interface and some cache locality, it was still slower the idea was to just use a raw slice kept in order this avoids the need for interface, but can take same comparison approach as the list it seems to work out: go test -run=xxx -bench=. -benchmem -cpuprofile=cpu.out BenchmarkTop10of100000Scores-4 5000 299959 ns/op 2600 B/op 36 allocs/op BenchmarkTop100of100000Scores-4 2000 601104 ns/op 20720 B/op 216 allocs/op BenchmarkTop10of1000000Scores-4 500 3450196 ns/op 2616 B/op 36 allocs/op BenchmarkTop100of1000000Scores-4 500 3874276 ns/op 20856 B/op 216 allocs/op PASS ok github.com/blevesearch/bleve/search/collectors 7.440s
251 lines
6.9 KiB
Go
251 lines
6.9 KiB
Go
// Copyright (c) 2014 Couchbase, Inc.
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// Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file
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// except in compliance with the License. You may obtain a copy of the License at
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// http://www.apache.org/licenses/LICENSE-2.0
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// Unless required by applicable law or agreed to in writing, software distributed under the
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// License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND,
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// either express or implied. See the License for the specific language governing permissions
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// and limitations under the License.
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package collectors
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import (
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"time"
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"github.com/blevesearch/bleve/index"
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"github.com/blevesearch/bleve/search"
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"golang.org/x/net/context"
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)
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type collectorCompare func(i, j *search.DocumentMatch) int
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type collectorFixup func(d *search.DocumentMatch) error
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// TopNCollector collects the top N hits, optionally skipping some results
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type TopNCollector struct {
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size int
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skip int
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total uint64
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maxScore float64
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took time.Duration
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sort search.SortOrder
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results search.DocumentMatchCollection
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facetsBuilder *search.FacetsBuilder
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store *collectStoreSlice
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needDocIds bool
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neededFields []string
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cachedScoring []bool
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cachedDesc []bool
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lowestMatchOutsideResults *search.DocumentMatch
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}
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// CheckDoneEvery controls how frequently we check the context deadline
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const CheckDoneEvery = uint64(1024)
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// NewTopNCollector builds a collector to find the top 'size' hits
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// skipping over the first 'skip' hits
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// ordering hits by the provided sort order
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func NewTopNCollector(size int, skip int, sort search.SortOrder) *TopNCollector {
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hc := &TopNCollector{size: size, skip: skip, sort: sort}
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// pre-allocate space on the heap, we need size+skip results
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// +1 additional while figuring out which to evict
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hc.store = newStoreSlice(size+skip+1, func(i, j *search.DocumentMatch) int {
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return hc.sort.Compare(hc.cachedScoring, hc.cachedDesc, i, j)
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})
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// these lookups traverse an interface, so do once up-front
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if sort.RequiresDocID() {
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hc.needDocIds = true
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}
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hc.neededFields = sort.RequiredFields()
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hc.cachedScoring = sort.CacheIsScore()
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hc.cachedDesc = sort.CacheDescending()
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return hc
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}
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// Collect goes to the index to find the matching documents
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func (hc *TopNCollector) Collect(ctx context.Context, searcher search.Searcher, reader index.IndexReader) error {
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startTime := time.Now()
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var err error
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var next *search.DocumentMatch
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// search context with enough pre-allocated document matches
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// we keep references to size+skip ourselves
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// plus possibly one extra for the highestMatchOutsideResults
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// plus the amount required by the searcher tree
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searchContext := &search.SearchContext{
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DocumentMatchPool: search.NewDocumentMatchPool(hc.size+hc.skip+1+searcher.DocumentMatchPoolSize(), len(hc.sort)),
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}
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select {
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case <-ctx.Done():
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return ctx.Err()
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default:
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next, err = searcher.Next(searchContext)
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}
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for err == nil && next != nil {
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if hc.total%CheckDoneEvery == 0 {
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select {
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case <-ctx.Done():
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return ctx.Err()
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default:
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}
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}
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if hc.facetsBuilder != nil {
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err = hc.facetsBuilder.Update(next)
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if err != nil {
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break
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}
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}
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err = hc.collectSingle(searchContext, reader, next)
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if err != nil {
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break
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}
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next, err = searcher.Next(searchContext)
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}
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// compute search duration
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hc.took = time.Since(startTime)
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if err != nil {
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return err
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}
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// finalize actual results
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err = hc.finalizeResults(reader)
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if err != nil {
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return err
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}
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return nil
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}
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var sortByScoreOpt = []string{"_score"}
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func (hc *TopNCollector) collectSingle(ctx *search.SearchContext, reader index.IndexReader, d *search.DocumentMatch) error {
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// increment total hits
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hc.total++
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d.HitNumber = hc.total
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// update max score
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if d.Score > hc.maxScore {
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hc.maxScore = d.Score
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}
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var err error
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// see if we need to load ID (at this early stage, for example to sort on it)
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if hc.needDocIds {
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d.ID, err = reader.FinalizeDocID(d.IndexInternalID)
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if err != nil {
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return err
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}
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}
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// see if we need to load the stored fields
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if len(hc.neededFields) > 0 {
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// find out which fields haven't been loaded yet
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fieldsToLoad := d.CachedFieldTerms.FieldsNotYetCached(hc.neededFields)
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// look them up
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fieldTerms, err := reader.DocumentFieldTerms(d.IndexInternalID, fieldsToLoad)
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if err != nil {
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return err
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}
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// cache these as well
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if d.CachedFieldTerms == nil {
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d.CachedFieldTerms = make(map[string][]string)
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}
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d.CachedFieldTerms.Merge(fieldTerms)
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}
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// compute this hits sort value
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if len(hc.sort) == 1 && hc.cachedScoring[0] {
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d.Sort = sortByScoreOpt
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} else {
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hc.sort.Value(d)
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}
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// optimization, we track lowest sorting hit already removed from heap
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// with this one comparision, we can avoid all heap operations if
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// this hit would have been added and then immediately removed
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if hc.lowestMatchOutsideResults != nil {
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cmp := hc.sort.Compare(hc.cachedScoring, hc.cachedDesc, d, hc.lowestMatchOutsideResults)
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if cmp >= 0 {
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// this hit can't possibly be in the result set, so avoid heap ops
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ctx.DocumentMatchPool.Put(d)
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return nil
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}
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}
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hc.store.Add(d)
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if hc.store.Len() > hc.size+hc.skip {
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removed := hc.store.RemoveLast()
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if hc.lowestMatchOutsideResults == nil {
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hc.lowestMatchOutsideResults = removed
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} else {
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cmp := hc.sort.Compare(hc.cachedScoring, hc.cachedDesc, removed, hc.lowestMatchOutsideResults)
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if cmp < 0 {
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tmp := hc.lowestMatchOutsideResults
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hc.lowestMatchOutsideResults = removed
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ctx.DocumentMatchPool.Put(tmp)
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}
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}
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}
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return nil
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}
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// SetFacetsBuilder registers a facet builder for this collector
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func (hc *TopNCollector) SetFacetsBuilder(facetsBuilder *search.FacetsBuilder) {
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hc.facetsBuilder = facetsBuilder
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}
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// finalizeResults starts with the heap containing the final top size+skip
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// it now throws away the results to be skipped
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// and does final doc id lookup (if necessary)
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func (hc *TopNCollector) finalizeResults(r index.IndexReader) error {
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var err error
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hc.results, err = hc.store.Final(hc.skip, func(doc *search.DocumentMatch) error {
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if doc.ID == "" {
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// look up the id since we need it for lookup
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var err error
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doc.ID, err = r.FinalizeDocID(doc.IndexInternalID)
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if err != nil {
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return err
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}
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}
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return nil
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})
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return err
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}
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// Results returns the collected hits
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func (hc *TopNCollector) Results() search.DocumentMatchCollection {
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return hc.results
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}
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// Total returns the total number of hits
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func (hc *TopNCollector) Total() uint64 {
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return hc.total
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}
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// MaxScore returns the maximum score seen across all the hits
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func (hc *TopNCollector) MaxScore() float64 {
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return hc.maxScore
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}
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// Took returns the time spent collecting hits
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func (hc *TopNCollector) Took() time.Duration {
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return hc.took
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}
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// FacetResults returns the computed facets results
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func (hc *TopNCollector) FacetResults() search.FacetResults {
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if hc.facetsBuilder != nil {
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return hc.facetsBuilder.Results()
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}
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return search.FacetResults{}
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}
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