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KeywordProcessor.go
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package flashtext
import (
"bufio"
"fmt"
"io"
"os"
"strings"
)
const __key__ = int32(197)
// Keyword Result of Extract
type keywordRes struct {
CleanName string
StartPos int
EndPos int
}
// Keyword Processor
type keywordProcessor struct {
caseSensitive bool
uniqueKeyword bool
_keyword string
whiteSpaceChars []string
nonWordBoundaries string
keywordTrieDict map[int32]interface{}
termsInTrie int
delimiter string
}
func NewKeywordProcessor() *keywordProcessor {
KeywordProcessor := &keywordProcessor{
caseSensitive: true,
uniqueKeyword: false,
_keyword: "_keyword_",
whiteSpaceChars: []string{".", "\t", "\n", "\a", " ", ","},
nonWordBoundaries: "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ_abcdefghijklmnopqrstuvwxyz",
keywordTrieDict: map[int32]interface{}{},
termsInTrie: 0,
delimiter: "|",
}
return KeywordProcessor
}
// Default returns an keywordProcessor instance with default values.
func Default() *keywordProcessor {
KeywordProcessor := NewKeywordProcessor()
return KeywordProcessor
}
// Get keyword TrieTree
func (KeywordProcessor *keywordProcessor) GetKeywordTrieDict() map[int32]interface{} {
return KeywordProcessor.keywordTrieDict
}
// Get case sensitive
func (KeywordProcessor *keywordProcessor) GetCaseSensitive() bool {
return KeywordProcessor.caseSensitive
}
// Set case sensitive
func (KeywordProcessor *keywordProcessor) SetCaseSensitive(sensitive bool) {
KeywordProcessor.caseSensitive = sensitive
}
// Get case sensitive
func (KeywordProcessor *keywordProcessor) GetUniqueKeyword() bool {
return KeywordProcessor.uniqueKeyword
}
// Set case sensitive
func (KeywordProcessor *keywordProcessor) SetUniqueKeyword(sensitive bool) {
KeywordProcessor.uniqueKeyword = sensitive
}
// Get the delimiter which is used to joining two different cleanNames of same keyword.
func (KeywordProcessor *keywordProcessor) GetDelimiter() string {
return KeywordProcessor.delimiter
}
// Set the delimiter which is used to joining two different cleanNames of same keyword.
// Be careful of setting the delimiter
// and make sure the delimiter be the unique identifier of all cleanNames.
func (KeywordProcessor *keywordProcessor) SetDelimiter(delimiter string) {
KeywordProcessor.delimiter = delimiter
}
// Return number of terms present in the keyword_trie_dict
func (KeywordProcessor *keywordProcessor) Len() int {
return KeywordProcessor.termsInTrie
}
// If TrieTree contains keyword
func (KeywordProcessor *keywordProcessor) IsContains(keyword string) bool {
currentDict := KeywordProcessor.keywordTrieDict
for _, val := range keyword {
if tmp_, err := currentDict[val]; !err {
return false
} else {
currentDict = tmp_.(map[int32]interface{})
}
}
_, err := currentDict[__key__]
return err
}
// Get clean Name of keyword from TrieTree.
// Return (cleanName, bool).
func (KeywordProcessor *keywordProcessor) GetKeyword(keyword string) (string, bool) {
currentDict := KeywordProcessor.keywordTrieDict
for _, val := range keyword {
if tmp_, err := currentDict[val]; !err {
return "nil", false
} else {
currentDict = tmp_.(map[int32]interface{})
}
}
if res, err := currentDict[__key__]; err {
return res.(string), true
} else {
return "nil", false
}
}
// Get all clean Name of keyword from TrieTree.
// Return map(keyword, cleanName).
func (KeywordProcessor *keywordProcessor) GetAllKeywords() map[string]string {
return KeywordProcessor.__getAllKeywords__("", KeywordProcessor.keywordTrieDict)
}
// Get all clean Name of keyword from TrieTree.
// Return map(keyword, cleanName).
func (KeywordProcessor *keywordProcessor) __getAllKeywords__(termSoFar string, currendDict map[int32]interface{}) map[string]string {
var allKeywords = map[string]string{}
for key := range currendDict {
if key == __key__ {
allKeywords[termSoFar] = currendDict[__key__].(string)
} else {
subValues := KeywordProcessor.__getAllKeywords__(
termSoFar+fmt.Sprintf("%c", key),
currendDict[key].(map[int32]interface{}))
for key := range subValues {
allKeywords[key] = subValues[key]
}
}
}
return allKeywords
}
// Build the map relation between keyword and cleanName in TrieTree
func (KeywordProcessor *keywordProcessor) __setItem__(keyword string, cleanName string) map[int32]interface{} {
keyReverse := __reverseString__(keyword)
var resMap map[int32]interface{}
for i, j := range keyReverse {
if i == 0 {
tmp := map[int32]interface{}{__key__: cleanName}
resMap = map[int32]interface{}{j: tmp}
} else {
resMap = map[int32]interface{}{j: resMap}
}
}
return resMap
}
// Add a keyword and its' cleanName to TrieTree
func (KeywordProcessor *keywordProcessor) AddKeyword(keyword string, cleanNames ...string) bool {
var (
cleanName string
diffDict map[int32]interface{}
commDict map[int32]interface{}
)
if len(cleanNames) == 0 {
cleanName = keyword
} else {
cleanName = cleanNames[0]
}
if !KeywordProcessor.caseSensitive {
keyword = strings.ToLower(keyword)
}
currentDict := KeywordProcessor.keywordTrieDict
for i, letter := range keyword {
if currentDict_, err := currentDict[letter]; err {
currentDict = currentDict_.(map[int32]interface{})
commDict = currentDict
} else {
diffDict = KeywordProcessor.__setItem__(keyword[i:], cleanName)
break
}
}
if commDict == nil {
if currentDict == nil {
currentDict = diffDict
} else {
for k, v := range diffDict {
currentDict[k] = v
}
}
KeywordProcessor.keywordTrieDict = currentDict
KeywordProcessor.termsInTrie++
return true
}
if diffDict == nil {
if tmpCleanName, err := commDict[__key__]; err {
if tmpCleanName != cleanName && !KeywordProcessor.uniqueKeyword {
commDict[__key__] = strings.Join([]string{tmpCleanName.(string), cleanName}, "|")
} else { // not unique keyword
commDict[__key__] = cleanName
}
KeywordProcessor.termsInTrie++
return true
} else {
diffDict = map[int32]interface{}{__key__: cleanName}
}
}
for k, v := range diffDict {
commDict[k] = v
}
KeywordProcessor.termsInTrie++
return true
}
// Add multiple keywords and its' respective cleanName from keyword Map to TrieTree
func (KeywordProcessor *keywordProcessor) AddKeywordsFromMap(keywordMap map[string]string) {
for keyword, cleanName := range keywordMap {
KeywordProcessor.AddKeyword(keyword, cleanName)
}
}
// Add multiple keywords and cleanName same of keywords from keyword list to TrieTree
// (keyword) -> (keyword, keyword) -> (keyword, cleanName)
func (KeywordProcessor *keywordProcessor) AddKeywordsFromList(keywordList []string) {
for _, keyword := range keywordList {
KeywordProcessor.AddKeyword(keyword, keyword)
}
}
// Add multiple keywords and cleanName same of keywords from keyword list to TrieTree
// each line in file:
// 1. keyword => cleanName
// 2. keyword
func (KeywordProcessor *keywordProcessor) AddKeywordsFromFile(filePath string) {
file, err := os.Open(filePath)
if err != nil {
panic(err)
}
defer file.Close()
w := bufio.NewReader(file)
for {
line, _, err := w.ReadLine()
if err == io.EOF {
break
}
if strings.Contains(string(line), "=>") { // 1. keyword => cleanName
lineString := strings.Split(string(line), "=>")
keyword := strings.TrimSpace(lineString[0])
cleanName := strings.TrimSpace(lineString[1])
KeywordProcessor.AddKeyword(keyword, cleanName)
} else { // 2. keyword
keyword := strings.TrimSpace(string(line))
KeywordProcessor.AddKeyword(keyword, keyword)
}
}
}
// Delete keywords and their cleanName from TrieTree
func (KeywordProcessor *keywordProcessor) RemoveKeywordFromList(keywordList []string) {
for _, keyword := range keywordList {
KeywordProcessor.RemoveKeyword(keyword)
}
}
// Delete a keyword and its' cleanName from TrieTree
func (KeywordProcessor *keywordProcessor) RemoveKeyword(keyword string) bool {
var (
commDictKey []int32
commDictValue []map[int32]interface{}
)
currentDict := KeywordProcessor.keywordTrieDict
for _, letter := range keyword {
commDictValue = append(commDictValue, currentDict)
if tmp_, err := currentDict[letter]; !err {
return false
} else {
commDictKey = append(commDictKey, letter)
currentDict = tmp_.(map[int32]interface{})
}
}
if _, err := currentDict[__key__]; err {
delete(currentDict, __key__)
for i := len(commDictKey) - 1; i >= 0; i-- {
tmpDict := commDictValue[i]
delDict := tmpDict[commDictKey[i]].(map[int32]interface{})
if len(delDict) > 0 {
return true
} else {
delete(tmpDict, commDictKey[i])
}
}
return true
}
return false
}
// Extract keywords from sentence by searching TrieTree.
// And return the keywords' clean names.
func (KeywordProcessor *keywordProcessor) ExtractKeywords(sentence string) []string {
var keywordList []string
if len(sentence) == 0 {
return keywordList
}
if !KeywordProcessor.caseSensitive {
sentence = strings.ToLower(sentence)
}
var (
start []int
sentenceRune = []rune(sentence)
idx = 0
idy = 0
sentenceLen = len(sentenceRune)
cleanName = ""
currentDict = KeywordProcessor.keywordTrieDict
)
for idx < sentenceLen {
char := sentenceRune[idx]
tmpCurrent, err := currentDict[int32(char)].(map[int32]interface{})
if err {
start = append(start, idx)
idx++
idy++
if cleanNameTmp, err := tmpCurrent[__key__]; err {
cleanName = cleanNameTmp.(string)
}
currentDict = tmpCurrent
if idx < sentenceLen {
continue
}
} else {
idx++
idy++
currentDict = KeywordProcessor.keywordTrieDict
}
if cleanName != "" {
keywordList = append(keywordList, cleanName)
idx = start[len(start)-1] + 1
idy = idx + 1
cleanName = ""
start = []int{}
} else {
if len(start) > 0 {
idx = start[0] + 1
idy = idx + 1
}
start = []int{}
}
}
return keywordList
}
// Extract keywords from sentence by searching TrieTree.
// And return the keywords' clean names, the start position and the end position of keyword in sentence.
func (KeywordProcessor *keywordProcessor) ExtractKeywordsWithSpanInfo(sentence string) []keywordRes {
var keywordList []keywordRes
if len(sentence) == 0 {
return keywordList
}
if !KeywordProcessor.caseSensitive {
sentence = strings.ToLower(sentence)
}
var (
start []int
idx = 0
idy = 0
cleanName = ""
sentenceRune = []rune(sentence)
sentenceLen = len(sentenceRune)
currentDict = KeywordProcessor.keywordTrieDict
)
for idx < sentenceLen {
char := sentenceRune[idx]
tmpCurrent, err := currentDict[int32(char)].(map[int32]interface{})
if err {
start = append(start, idx)
idx++
idy++
if cleanNameTmp, err := tmpCurrent[__key__]; err {
cleanName = cleanNameTmp.(string)
}
currentDict = tmpCurrent
continue
} else {
idx++
idy++
currentDict = KeywordProcessor.keywordTrieDict
}
if cleanName != "" {
startIndex := start[0]
endIndex := start[0] + len(start)
res := keywordRes{cleanName, startIndex, endIndex}
keywordList = append(keywordList, res)
idx = start[len(start)-1] + 1
idy = idx
cleanName = ""
start = []int{}
} else {
if len(start) > 0 {
idx = start[0] + 1
idy = idx
}
start = []int{}
}
}
return keywordList
}
// Replace keywords in sentence with their cleanName
func (KeywordProcessor *keywordProcessor) ReplaceKeywords(sentence string) string {
var (
newSentence = ""
)
if len(sentence) == 0 {
return newSentence
}
if !KeywordProcessor.caseSensitive {
sentence = strings.ToLower(sentence)
}
var (
start []int
replaceIndex int
sentenceRune = []rune(sentence)
idx = 0
idy = 0
sentenceLen = len(sentenceRune)
cleanName = ""
currentDict = KeywordProcessor.keywordTrieDict
)
for idx < sentenceLen {
char := sentenceRune[idx]
tmpCurrent, err := currentDict[int32(char)].(map[int32]interface{})
if err {
start = append(start, idx)
idx++
idy++
if cleanNameTmp, err := tmpCurrent[__key__]; err {
cleanName = cleanNameTmp.(string)
}
currentDict = tmpCurrent
if idx < sentenceLen {
continue
}
} else {
replaceIndex = idx
idx++
idy++
currentDict = KeywordProcessor.keywordTrieDict
}
if cleanName != "" {
newSentence += cleanName
idx = start[len(start)-1] + 1
idy = idx + 1
cleanName = ""
start = []int{}
} else {
if len(start) > 0 {
idx = start[0] + 1
idy = idx + 1
replaceIndex = start[0]
}
start = []int{}
if replaceIndex < sentenceLen {
newSentence += string(sentenceRune[replaceIndex])
}
}
}
return newSentence
}
// Reverse the given string
func __reverseString__(s string) string {
runes := []rune(s)
for from, to := 0, len(runes)-1; from < to; from, to = from+1, to-1 {
runes[from], runes[to] = runes[to], runes[from]
}
return string(runes)
}