related: Add config option cardinalityThreshold

Fixes #10744

docs/content/en/content-management/related.md

@@ -160,6 +160,10 @@ applyFilter
 weight
 : An integer weight that indicates _how important_ this parameter is relative to the other parameters.  It can be 0, which has the effect of turning this index off, or even negative. Test with different values to see what fits your content best.
 
+
+cardinalityThreshold (default 0)
+: {{< new-in "0.111.0" >}}. A percentage (0-100) used to remove common keywords from the index. As an example, setting this to 50 will remove all keywords that are used in more than 50% of the documents in the index.
+
 pattern
 : This is currently only relevant for dates. When listing related content, we may want to list content that is also close in time. Setting "2006" (default value for date indexes) as the pattern for a date index will add weight to pages published in the same year. For busier blogs, "200601" (year and month) may be a better default.
 

related/inverted_index.go

@@ -135,9 +135,21 @@ type IndexConfig struct {
 	// This field's weight when doing multi-index searches. Higher is "better".
 	Weight int
 
+	// A percentage (0-100) used to remove common keywords from the index.
+	// As an example, setting this to 50 will remove all keywords that are
+	// used in more than 50% of the documents in the index.
+	CardinalityThreshold int
+
 	// Will lower case all string values in and queries tothis index.
 	// May get better accurate results, but at a slight performance cost.
 	ToLower bool
+
+	// Counts the number of documents in the index.
+	numDocs int
+}
+
+func (cfg *IndexConfig) incrNumDocs() {
+	cfg.numDocs++
 }
 
 // Document is the interface an indexable document in Hugo must fulfill.
@@ -169,6 +181,9 @@ type InvertedIndex struct {
 
 	minWeight int
 	maxWeight int
+
+	// No modifications after this is set.
+	finalized bool
 }
 
 func (idx *InvertedIndex) getIndexCfg(name string) (IndexConfig, bool) {
@@ -202,38 +217,80 @@ func NewInvertedIndex(cfg Config) *InvertedIndex {
 // Add documents to the inverted index.
 // The value must support == and !=.
 func (idx *InvertedIndex) Add(ctx context.Context, docs ...Document) error {
+	if idx.finalized {
+		panic("index is finalized")
+	}
 	var err error
-	for _, config := range idx.cfg.Indices {
+	for i, config := range idx.cfg.Indices {
 		if config.Weight == 0 {
 			// Disabled
 			continue
 		}
 		setm := idx.index[config.Name]
 
 		for _, doc := range docs {
+			var added bool
 			var words []Keyword
 			words, err = doc.RelatedKeywords(config)
 			if err != nil {
 				continue
 			}
 
 			for _, keyword := range words {
+				added = true
 				setm[keyword] = append(setm[keyword], doc)
 			}
 
 			if config.Type == TypeFragments {
 				if fp, ok := doc.(FragmentProvider); ok {
 					for _, fragment := range fp.Fragments(ctx).Identifiers {
+						added = true
 						setm[FragmentKeyword(fragment)] = append(setm[FragmentKeyword(fragment)], doc)
 					}
 				}
 			}
+
+			if added {
+				c := &idx.cfg.Indices[i]
+				(*c).incrNumDocs()
+			}
 		}
 	}
 
 	return err
 }
 
+func (idx *InvertedIndex) Finalize(ctx context.Context) error {
+	if idx.finalized {
+		return nil
+	}
+
+	for _, config := range idx.cfg.Indices {
+		if config.CardinalityThreshold == 0 {
+			continue
+		}
+		setm := idx.index[config.Name]
+		numDocs := config.numDocs
+		if numDocs == 0 {
+			continue
+		}
+
+		// Remove high cardinality terms.
+		for k, v := range setm {
+			percentageWithKeyword := int(math.Ceil(float64(len(v)) / float64(numDocs) * 100))
+			if percentageWithKeyword > config.CardinalityThreshold {
+				delete(setm, k)
+			}
+		}
+
+	}
+
+	idx.finalized = true
+
+	return nil
+
+}
+
 // queryElement holds the index name and keywords that can be used to compose a
 // search for related content.
 type queryElement struct {
@@ -548,12 +605,16 @@ func DecodeConfig(m maps.Params) (Config, error) {
 		}
 	}
 	for i := range c.Indices {
-		if c.Indices[i].Type == "" {
+		icfg := c.Indices[i]
+		if icfg.Type == "" {
 			c.Indices[i].Type = TypeBasic
 		}
 		if !validTypes[c.Indices[i].Type] {
 			return c, fmt.Errorf("invalid index type %q. Must be one of %v", c.Indices[i].Type, xmaps.Keys(validTypes))
 		}
+		if icfg.CardinalityThreshold < 0 || icfg.CardinalityThreshold > 100 {
+			return Config{}, errors.New("cardinalityThreshold threshold must be between 0 and 100")
+		}
 	}
 
 	return c, nil

related/inverted_index_test.go

@@ -86,6 +86,41 @@ func (d *testDoc) PublishDate() time.Time {
 	return d.date
 }
 
+func TestCardinalityThreshold(t *testing.T) {
+	c := qt.New(t)
+	config := Config{
+		Threshold:    90,
+		IncludeNewer: false,
+		Indices: IndexConfigs{
+			IndexConfig{Name: "tags", Weight: 50, CardinalityThreshold: 79},
+			IndexConfig{Name: "keywords", Weight: 65, CardinalityThreshold: 90},
+		},
+	}
+
+	idx := NewInvertedIndex(config)
+	hasKeyword := func(index, keyword string) bool {
+		_, found := idx.index[index][StringKeyword(keyword)]
+		return found
+	}
+
+	docs := []Document{
+		newTestDoc("tags", "a", "b", "c", "d"),
+		newTestDoc("tags", "b", "d", "g"),
+		newTestDoc("tags", "b", "d", "g"),
+		newTestDoc("tags", "b", "h").addKeywords("keywords", "a"),
+		newTestDoc("tags", "g", "h").addKeywords("keywords", "a", "b", "z"),
+	}
+
+	idx.Add(context.Background(), docs...)
+	c.Assert(idx.Finalize(context.Background()), qt.IsNil)
+	// Only tags=b should be removed.
+	c.Assert(hasKeyword("tags", "a"), qt.Equals, true)
+	c.Assert(hasKeyword("tags", "b"), qt.Equals, false)
+	c.Assert(hasKeyword("tags", "d"), qt.Equals, true)
+	c.Assert(hasKeyword("keywords", "b"), qt.Equals, true)
+
+}
+
 func TestSearch(t *testing.T) {
 	config := Config{
 		Threshold:    90,

resources/page/pages_related.go

@@ -236,5 +236,9 @@ func (s *RelatedDocsHandler) getOrCreateIndex(ctx context.Context, p Pages) (*re
 
 	s.postingLists = append(s.postingLists, &cachedPostingList{p: p, postingList: searchIndex})
 
+	if err := searchIndex.Finalize(ctx); err != nil {
+		return nil, err
+	}
+
 	return searchIndex, nil
 }