mirror of
https://github.com/fumiama/jieba.git
synced 2026-06-05 00:32:51 +08:00
优化 TextRanker float
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@@ -20,7 +20,7 @@ func Example_extractTags() {
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}
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func Example_textRank() {
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t, err := LoadDictionary("../dict.txt")
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t, err := NewTextRanker("../dict.txt")
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if err != nil {
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panic(err)
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}
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@@ -16,7 +16,7 @@ var (
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)
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type edge struct {
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weight float64
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weight uint64
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start string
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end string
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}
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@@ -47,7 +47,7 @@ func newUndirectWeightedGraph() *undirectWeightedGraph {
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}
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}
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func (u *undirectWeightedGraph) addEdge(start, end string, weight float64) {
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func (u *undirectWeightedGraph) addEdge(start, end string, weight uint64) {
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if _, ok := u.graph[start]; !ok {
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u.keys = append(u.keys, start)
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u.graph[start] = edges{&edge{start: start, end: end, weight: weight}}
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@@ -69,7 +69,7 @@ func (u *undirectWeightedGraph) rank() Segments {
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}
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ws := make(map[string]float64, len(u.graph)*2)
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outSum := make(map[string]float64, len(u.graph)*2)
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outSum := make(map[string]uint64, len(u.graph)*2)
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wsdef := 1.0
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if len(u.graph) > 0 {
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@@ -77,7 +77,7 @@ func (u *undirectWeightedGraph) rank() Segments {
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}
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for n, out := range u.graph {
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ws[n] = wsdef
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sum := 0.0
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sum := uint64(0)
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for _, e := range out {
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sum += e.weight
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}
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@@ -89,7 +89,7 @@ func (u *undirectWeightedGraph) rank() Segments {
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s := 0.0
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inedges := u.graph[n]
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for _, e := range inedges {
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s += e.weight / outSum[e.end] * ws[e.end]
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s += float64(e.weight) * ws[e.end] / float64(outSum[e.end])
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}
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ws[n] = (1 - dampingFactor) + dampingFactor*s
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}
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@@ -121,7 +121,7 @@ func (t *TextRanker) TextRankWithPOS(sentence string, topK int, allowPOS []strin
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posFilt[pos] = 1
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}
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g := newUndirectWeightedGraph()
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cm := make(map[uint64]float64, 256)
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cm := make(map[uint64]uint64, 256)
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hm := make(map[uint64][2]string, 256)
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gethash := func(a, b string) uint64 {
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h := crc64.New(crc64.MakeTable(crc64.ISO))
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@@ -143,10 +143,10 @@ func (t *TextRanker) TextRankWithPOS(sentence string, topK int, allowPOS []strin
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}
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h := gethash(pairs[i].Text(), pairs[j].Text())
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if _, ok := cm[h]; !ok {
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cm[h] = 1.0
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cm[h] = 1
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hm[h] = [2]string{pairs[i].Text(), pairs[j].Text()}
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} else {
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cm[h] += 1.0
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cm[h]++
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}
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}
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}
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@@ -171,8 +171,8 @@ func (t *TextRanker) TextRank(sentence string, topK int) Segments {
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// TextRanker is used to extract tags from sentence.
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type TextRanker posseg.Segmenter
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// LoadDictionary reads a given file and create a new dictionary file for Textranker.
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func LoadDictionary(fileName string) (TextRanker, error) {
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// NewTextRanker reads a given file and create a new dictionary file for Textranker.
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func NewTextRanker(fileName string) (TextRanker, error) {
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seg := posseg.Segmenter{}
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return TextRanker(seg), seg.LoadDictionary(fileName)
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}
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@@ -23,7 +23,7 @@ var (
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)
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func TestTextRank(t *testing.T) {
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tr, err := LoadDictionary("../dict.txt")
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tr, err := NewTextRanker("../dict.txt")
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if err != nil {
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t.Fatal(err)
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}
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