package core import ( "github.com/huichen/wukong/types" "github.com/huichen/wukong/utils" "testing" ) func TestAddKeywords(t *testing.T) { var indexer Indexer indexer.Init(types.IndexerInitOptions{IndexType: types.LocationsIndex}) indexer.AddDocument(&types.DocumentIndex{ DocId: 1, Keywords: []types.KeywordIndex{{"token1", 0, []int{}}}, }) indexer.AddDocument(&types.DocumentIndex{ DocId: 7, Keywords: []types.KeywordIndex{{"token1", 0, []int{}}}, }) indexer.AddDocument(&types.DocumentIndex{ DocId: 2, Keywords: []types.KeywordIndex{{"token1", 0, []int{}}}, }) indexer.AddDocument(&types.DocumentIndex{ DocId: 3, Keywords: []types.KeywordIndex{{"token2", 0, []int{}}}, }) indexer.AddDocument(&types.DocumentIndex{ DocId: 1, Keywords: []types.KeywordIndex{{"token1", 0, []int{}}}, }) indexer.AddDocument(&types.DocumentIndex{ DocId: 1, Keywords: []types.KeywordIndex{{"token2", 0, []int{}}}, }) indexer.AddDocument(&types.DocumentIndex{ DocId: 2, Keywords: []types.KeywordIndex{{"token2", 0, []int{}}}, }) indexer.AddDocument(&types.DocumentIndex{ DocId: 0, Keywords: []types.KeywordIndex{{"token2", 0, []int{}}}, }) utils.Expect(t, "1 2 7 ", indicesToString(&indexer, "token1")) utils.Expect(t, "0 1 2 3 ", indicesToString(&indexer, "token2")) } func TestLookup(t *testing.T) { var indexer Indexer indexer.Init(types.IndexerInitOptions{IndexType: types.LocationsIndex}) // doc0 = "token2 token3" indexer.AddDocument(&types.DocumentIndex{ DocId: 0, Keywords: []types.KeywordIndex{ {"token2", 0, []int{0}}, {"token3", 0, []int{7}}, }, }) // doc1 = "token1 token2 token3" indexer.AddDocument(&types.DocumentIndex{ DocId: 1, Keywords: []types.KeywordIndex{ {"token1", 0, []int{0}}, {"token2", 0, []int{7}}, {"token3", 0, []int{14}}, }, }) // doc2 = "token1 token2" indexer.AddDocument(&types.DocumentIndex{ DocId: 2, Keywords: []types.KeywordIndex{ {"token1", 0, []int{0}}, {"token2", 0, []int{7}}, }, }) // doc3 = "token2" indexer.AddDocument(&types.DocumentIndex{ DocId: 3, Keywords: []types.KeywordIndex{ {"token2", 0, []int{0}}, }, }) // doc7 = "token1 token3" indexer.AddDocument(&types.DocumentIndex{ DocId: 7, Keywords: []types.KeywordIndex{ {"token1", 0, []int{0}}, {"token3", 0, []int{7}}, }, }) // doc9 = "token3" indexer.AddDocument(&types.DocumentIndex{ DocId: 9, Keywords: []types.KeywordIndex{ {"token3", 0, []int{0}}, }, }) utils.Expect(t, "1 2 7 ", indicesToString(&indexer, "token1")) utils.Expect(t, "0 1 2 3 ", indicesToString(&indexer, "token2")) utils.Expect(t, "0 1 7 9 ", indicesToString(&indexer, "token3")) utils.Expect(t, "", indexedDocsToString(indexer.Lookup([]string{"token4"}, []string{}, nil))) utils.Expect(t, "[7 0 [0]] [2 0 [0]] [1 0 [0]] ", indexedDocsToString(indexer.Lookup([]string{"token1"}, []string{}, nil))) utils.Expect(t, "", indexedDocsToString(indexer.Lookup([]string{"token1", "token4"}, []string{}, nil))) utils.Expect(t, "[2 1 [0 7]] [1 1 [0 7]] ", indexedDocsToString(indexer.Lookup([]string{"token1", "token2"}, []string{}, nil))) utils.Expect(t, "[2 13 [7 0]] [1 13 [7 0]] ", indexedDocsToString(indexer.Lookup([]string{"token2", "token1"}, []string{}, nil))) utils.Expect(t, "[7 1 [0 7]] [1 8 [0 14]] ", indexedDocsToString(indexer.Lookup([]string{"token1", "token3"}, []string{}, nil))) utils.Expect(t, "[7 13 [7 0]] [1 20 [14 0]] ", indexedDocsToString(indexer.Lookup([]string{"token3", "token1"}, []string{}, nil))) utils.Expect(t, "[1 1 [7 14]] [0 1 [0 7]] ", indexedDocsToString(indexer.Lookup([]string{"token2", "token3"}, []string{}, nil))) utils.Expect(t, "[1 13 [14 7]] [0 13 [7 0]] ", indexedDocsToString(indexer.Lookup([]string{"token3", "token2"}, []string{}, nil))) utils.Expect(t, "[1 2 [0 7 14]] ", indexedDocsToString(indexer.Lookup([]string{"token1", "token2", "token3"}, []string{}, nil))) utils.Expect(t, "[1 26 [14 7 0]] ", indexedDocsToString(indexer.Lookup([]string{"token3", "token2", "token1"}, []string{}, nil))) } func TestDocIdsIndex(t *testing.T) { var indexer Indexer indexer.Init(types.IndexerInitOptions{IndexType: types.DocIdsIndex}) // doc0 = "token2 token3" indexer.AddDocument(&types.DocumentIndex{ DocId: 0, Keywords: []types.KeywordIndex{ {"token2", 0, []int{0}}, {"token3", 0, []int{7}}, }, }) // doc1 = "token1 token2 token3" indexer.AddDocument(&types.DocumentIndex{ DocId: 1, Keywords: []types.KeywordIndex{ {"token1", 0, []int{0}}, {"token2", 0, []int{7}}, {"token3", 0, []int{14}}, }, }) // doc2 = "token1 token2" indexer.AddDocument(&types.DocumentIndex{ DocId: 2, Keywords: []types.KeywordIndex{ {"token1", 0, []int{0}}, {"token2", 0, []int{7}}, }, }) // doc3 = "token2" indexer.AddDocument(&types.DocumentIndex{ DocId: 3, Keywords: []types.KeywordIndex{ {"token2", 0, []int{0}}, }, }) // doc7 = "token1 token3" indexer.AddDocument(&types.DocumentIndex{ DocId: 7, Keywords: []types.KeywordIndex{ {"token1", 0, []int{0}}, {"token3", 0, []int{7}}, }, }) // doc9 = "token3" indexer.AddDocument(&types.DocumentIndex{ DocId: 9, Keywords: []types.KeywordIndex{ {"token3", 0, []int{0}}, }, }) utils.Expect(t, "1 2 7 ", indicesToString(&indexer, "token1")) utils.Expect(t, "0 1 2 3 ", indicesToString(&indexer, "token2")) utils.Expect(t, "0 1 7 9 ", indicesToString(&indexer, "token3")) utils.Expect(t, "", indexedDocsToString(indexer.Lookup([]string{"token4"}, []string{}, nil))) utils.Expect(t, "[7 0 []] [2 0 []] [1 0 []] ", indexedDocsToString(indexer.Lookup([]string{"token1"}, []string{}, nil))) utils.Expect(t, "", indexedDocsToString(indexer.Lookup([]string{"token1", "token4"}, []string{}, nil))) utils.Expect(t, "[2 0 []] [1 0 []] ", indexedDocsToString(indexer.Lookup([]string{"token1", "token2"}, []string{}, nil))) utils.Expect(t, "[2 0 []] [1 0 []] ", indexedDocsToString(indexer.Lookup([]string{"token2", "token1"}, []string{}, nil))) utils.Expect(t, "[7 0 []] [1 0 []] ", indexedDocsToString(indexer.Lookup([]string{"token1", "token3"}, []string{}, nil))) utils.Expect(t, "[7 0 []] [1 0 []] ", indexedDocsToString(indexer.Lookup([]string{"token3", "token1"}, []string{}, nil))) utils.Expect(t, "[1 0 []] [0 0 []] ", indexedDocsToString(indexer.Lookup([]string{"token2", "token3"}, []string{}, nil))) utils.Expect(t, "[1 0 []] [0 0 []] ", indexedDocsToString(indexer.Lookup([]string{"token3", "token2"}, []string{}, nil))) utils.Expect(t, "[1 0 []] ", indexedDocsToString(indexer.Lookup([]string{"token1", "token2", "token3"}, []string{}, nil))) utils.Expect(t, "[1 0 []] ", indexedDocsToString(indexer.Lookup([]string{"token3", "token2", "token1"}, []string{}, nil))) } func TestLookupWithProximity(t *testing.T) { var indexer Indexer indexer.Init(types.IndexerInitOptions{IndexType: types.LocationsIndex}) // doc0 = "token2 token4 token4 token2 token3 token4" indexer.AddDocument(&types.DocumentIndex{ DocId: 0, Keywords: []types.KeywordIndex{ {"token2", 0, []int{0, 21}}, {"token3", 0, []int{28}}, {"token4", 0, []int{7, 14, 35}}, }, }) utils.Expect(t, "[0 1 [21 28]] ", indexedDocsToString(indexer.Lookup([]string{"token2", "token3"}, []string{}, nil))) // doc0 = "t2 t1 . . . t2 t3" indexer.AddDocument(&types.DocumentIndex{ DocId: 0, Keywords: []types.KeywordIndex{ {"t1", 0, []int{3}}, {"t2", 0, []int{0, 12}}, {"t3", 0, []int{15}}, }, }) utils.Expect(t, "[0 8 [3 12 15]] ", indexedDocsToString(indexer.Lookup([]string{"t1", "t2", "t3"}, []string{}, nil))) } func TestLookupWithPartialLocations(t *testing.T) { var indexer Indexer indexer.Init(types.IndexerInitOptions{IndexType: types.LocationsIndex}) // doc0 = "token2 token4 token4 token2 token3 token4" + "label1"(不在文本中) indexer.AddDocument(&types.DocumentIndex{ DocId: 0, Keywords: []types.KeywordIndex{ {"token2", 0, []int{0, 21}}, {"token3", 0, []int{28}}, {"label1", 0, []int{}}, {"token4", 0, []int{7, 14, 35}}, }, }) // doc1 = "token2 token4 token4 token2 token3 token4" indexer.AddDocument(&types.DocumentIndex{ DocId: 1, Keywords: []types.KeywordIndex{ {"token2", 0, []int{0, 21}}, {"token3", 0, []int{28}}, {"token4", 0, []int{7, 14, 35}}, }, }) utils.Expect(t, "0 ", indicesToString(&indexer, "label1")) utils.Expect(t, "[0 1 [21 28]] ", indexedDocsToString(indexer.Lookup([]string{"token2", "token3"}, []string{"label1"}, nil))) } func TestLookupWithBM25(t *testing.T) { var indexer Indexer indexer.Init(types.IndexerInitOptions{ IndexType: types.FrequenciesIndex, BM25Parameters: &types.BM25Parameters{ K1: 1, B: 1, }, }) // doc0 = "token2 token4 token4 token2 token3 token4" indexer.AddDocument(&types.DocumentIndex{ DocId: 0, TokenLength: 6, Keywords: []types.KeywordIndex{ {"token2", 3, []int{0, 21}}, {"token3", 7, []int{28}}, {"token4", 15, []int{7, 14, 35}}, }, }) // doc0 = "token6 token7" indexer.AddDocument(&types.DocumentIndex{ DocId: 1, TokenLength: 2, Keywords: []types.KeywordIndex{ {"token6", 3, []int{0}}, {"token7", 15, []int{7}}, }, }) outputs := indexer.Lookup([]string{"token2", "token3", "token4"}, []string{}, nil) // BM25 = log2(3) * (12/9 + 28/17 + 60/33) = 6.3433 utils.Expect(t, "76055", int(outputs[0].BM25*10000)) } func TestLookupWithinDocIds(t *testing.T) { var indexer Indexer indexer.Init(types.IndexerInitOptions{IndexType: types.LocationsIndex}) // doc0 = "token2 token3" indexer.AddDocument(&types.DocumentIndex{ DocId: 0, Keywords: []types.KeywordIndex{ {"token2", 0, []int{0}}, {"token3", 0, []int{7}}, }, }) // doc1 = "token1 token2 token3" indexer.AddDocument(&types.DocumentIndex{ DocId: 1, Keywords: []types.KeywordIndex{ {"token1", 0, []int{0}}, {"token2", 0, []int{7}}, {"token3", 0, []int{14}}, }, }) // doc2 = "token1 token2" indexer.AddDocument(&types.DocumentIndex{ DocId: 2, Keywords: []types.KeywordIndex{ {"token1", 0, []int{0}}, {"token2", 0, []int{7}}, }, }) // doc3 = "token2" indexer.AddDocument(&types.DocumentIndex{ DocId: 3, Keywords: []types.KeywordIndex{ {"token2", 0, []int{0}}, }, }) docIds := make(map[uint64]bool) docIds[0] = true docIds[2] = true utils.Expect(t, "[2 0 [7]] [0 0 [0]] ", indexedDocsToString(indexer.Lookup([]string{"token2"}, []string{}, &docIds))) } func TestLookupWithLocations(t *testing.T) { var indexer Indexer indexer.Init(types.IndexerInitOptions{IndexType: types.LocationsIndex}) // doc0 = "token2 token4 token4 token2 token3 token4" indexer.AddDocument(&types.DocumentIndex{ DocId: 0, Keywords: []types.KeywordIndex{ {"token2", 0, []int{0, 21}}, {"token3", 0, []int{28}}, {"token4", 0, []int{7, 14, 35}}, }, }) utils.Expect(t, "[[0 21] [28]]", indexer.Lookup([]string{"token2", "token3"}, []string{}, nil)[0].TokenLocations) }