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This commit is contained in:
62
analysis/token/snowball/snowball.go
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62
analysis/token/snowball/snowball.go
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@@ -0,0 +1,62 @@
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// Copyright (c) 2014 Couchbase, Inc.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package snowball
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import (
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"fmt"
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"github.com/blevesearch/bleve/v2/analysis"
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"github.com/blevesearch/bleve/v2/registry"
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"github.com/blevesearch/snowball"
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)
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const Name = "stemmer_snowball"
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type SnowballStemmer struct {
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language string
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}
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func NewSnowballStemmer(language string) *SnowballStemmer {
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return &SnowballStemmer{
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language: language,
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}
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}
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func (s *SnowballStemmer) Filter(input analysis.TokenStream) analysis.TokenStream {
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for _, token := range input {
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// if it is not a protected keyword, stem it
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if !token.KeyWord {
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stemmed, _ := snowball.Stem(string(token.Term), s.language, true)
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token.Term = []byte(stemmed)
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}
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}
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return input
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}
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func SnowballStemmerConstructor(config map[string]interface{}, cache *registry.Cache) (analysis.TokenFilter, error) {
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language, ok := config["language"].(string)
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if !ok {
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return nil, fmt.Errorf("must specify language")
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}
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return NewSnowballStemmer(language), nil
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}
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func init() {
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err := registry.RegisterTokenFilter(Name, SnowballStemmerConstructor)
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if err != nil {
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panic(err)
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}
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}
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115
analysis/token/snowball/snowball_test.go
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115
analysis/token/snowball/snowball_test.go
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@@ -0,0 +1,115 @@
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// Copyright (c) 2014 Couchbase, Inc.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package snowball
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import (
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"reflect"
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"testing"
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"github.com/blevesearch/bleve/v2/analysis"
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)
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func TestSnowballStemmer(t *testing.T) {
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inputTokenStream := analysis.TokenStream{
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&analysis.Token{
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Term: []byte("walking"),
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},
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&analysis.Token{
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Term: []byte("talked"),
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},
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&analysis.Token{
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Term: []byte("business"),
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},
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&analysis.Token{
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Term: []byte("protected"),
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KeyWord: true,
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},
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&analysis.Token{
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Term: []byte("cat"),
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},
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&analysis.Token{
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Term: []byte("done"),
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},
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// a term which does stem, but does not change length
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&analysis.Token{
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Term: []byte("marty"),
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},
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}
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expectedTokenStream := analysis.TokenStream{
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&analysis.Token{
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Term: []byte("walk"),
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},
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&analysis.Token{
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Term: []byte("talk"),
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},
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&analysis.Token{
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Term: []byte("busi"),
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},
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&analysis.Token{
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Term: []byte("protected"),
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KeyWord: true,
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},
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&analysis.Token{
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Term: []byte("cat"),
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},
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&analysis.Token{
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Term: []byte("done"),
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},
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&analysis.Token{
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Term: []byte("marti"),
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},
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}
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filter := NewSnowballStemmer("english")
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ouputTokenStream := filter.Filter(inputTokenStream)
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if !reflect.DeepEqual(ouputTokenStream, expectedTokenStream) {
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t.Errorf("expected %#v got %#v", expectedTokenStream[3], ouputTokenStream[3])
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}
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}
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func BenchmarkSnowballStemmer(b *testing.B) {
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inputTokenStream := analysis.TokenStream{
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&analysis.Token{
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Term: []byte("walking"),
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},
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&analysis.Token{
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Term: []byte("talked"),
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},
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&analysis.Token{
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Term: []byte("business"),
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},
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&analysis.Token{
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Term: []byte("protected"),
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KeyWord: true,
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},
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&analysis.Token{
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Term: []byte("cat"),
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},
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&analysis.Token{
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Term: []byte("done"),
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},
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}
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filter := NewSnowballStemmer("english")
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b.ResetTimer()
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for i := 0; i < b.N; i++ {
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filter.Filter(inputTokenStream)
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}
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}
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