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MIT License | ||
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Copyright (c) 2021 bean-du | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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# DFA 敏感词检测 | ||
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> golang dfa 敏感词检测算法实现,支持动态设置敏感词 | ||
```go | ||
go get github.com/bean-du/dfa | ||
``` | ||
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example: | ||
```go | ||
sensitive := []string{"王八蛋", "王八羔子"} | ||
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fda := NewFDA() | ||
fda.AddBadWords(sensitive) | ||
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str := "你个王#八……羔子, 你就是个王*八/蛋" | ||
fmt.Println(fda.Check(str)) | ||
``` | ||
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输出结果: | ||
```go | ||
[王#八……羔子 王*八/蛋] true | ||
``` |
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package dfa | ||
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import ( | ||
"strings" | ||
"sync" | ||
) | ||
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const ( | ||
defaultInvalidWorlds = " ,~,!,@,#,$,%,^,&,*,(,),_,-,+,=,?,<,>,.,—,,,。,/,\\,|,《,》,?,;,:,:,',‘,;,“," | ||
defaultReplaceStr = "****" | ||
) | ||
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type DFA struct { | ||
l sync.Mutex | ||
trie *Trie | ||
replaceStr string | ||
invalidWords map[string]struct{} | ||
} | ||
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func NewFDA() *DFA { | ||
f := &DFA{ | ||
trie: NewTrie(), | ||
replaceStr: defaultReplaceStr, | ||
invalidWords: make(map[string]struct{}), | ||
} | ||
for _, s := range defaultInvalidWorlds { | ||
f.invalidWords[string(s)] = struct{}{} | ||
} | ||
return f | ||
} | ||
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func (f *DFA) AddBadWords(words []string) { | ||
f.l.Lock() | ||
defer f.l.Unlock() | ||
if len(words) > 0 { | ||
for _, s := range words { | ||
f.trie.Insert(s) | ||
} | ||
} | ||
} | ||
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func (f *DFA) SetInvalidChar(chars string) { | ||
f.l.Lock() | ||
defer f.l.Unlock() | ||
f.invalidWords = make(map[string]struct{}) | ||
for _, s := range chars { | ||
f.invalidWords[string(s)] = struct{}{} | ||
} | ||
} | ||
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func (f *DFA) SetReplaceStr(str string) { | ||
f.l.Lock() | ||
defer f.l.Unlock() | ||
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f.replaceStr = str | ||
} | ||
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func (f *DFA) Check(txt string) ([]string, bool) { | ||
_, found, b := f.check(txt, false) | ||
return found, b | ||
} | ||
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func (f *DFA) CheckAndReplace(txt string) (string, []string, bool) { | ||
return f.check(txt, true) | ||
} | ||
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func (f *DFA) check(txt string, replace bool) (string, []string, bool) { | ||
var ( | ||
str = []rune(txt) | ||
ok bool | ||
found []string | ||
node *Node | ||
nodeMap map[rune]*Node | ||
start, tag = -1, -1 | ||
result string | ||
) | ||
f.l.Lock() | ||
defer f.l.Unlock() | ||
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for i, val := range str { | ||
if _, ok = f.invalidWords[string(val)]; ok { | ||
continue | ||
} | ||
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if nodeMap == nil { | ||
node = f.trie.Child(string(val)) | ||
if node != nil { | ||
tag++ | ||
if tag == 0 { | ||
start = i | ||
} | ||
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if !node.IsEnd { | ||
nodeMap = node.Child | ||
} else { | ||
found = append(found, string(str[start:i+1])) | ||
if replace { | ||
result = strings.Replace(result, string(str[start:i+1]), f.replaceStr, 1) | ||
if result == "" { | ||
result = strings.Replace(txt, string(str[start:i+1]), f.replaceStr, 1) | ||
} | ||
} | ||
tag = -1 | ||
start = -1 | ||
nodeMap = nil | ||
} | ||
} else { | ||
if start != -1 { | ||
i = start + 1 | ||
} | ||
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nodeMap = nil | ||
start = -1 | ||
tag = -1 | ||
} | ||
} else { | ||
if node, ok = nodeMap[val]; ok { | ||
if !node.IsEnd { | ||
nodeMap = node.Child | ||
} else { | ||
found = append(found, string(str[start:i+1])) | ||
if replace { | ||
result = strings.Replace(result, string(str[start:i+1]), f.replaceStr, 1) | ||
if result == "" { | ||
result = strings.Replace(txt, string(str[start:i+1]), f.replaceStr, 1) | ||
} | ||
} | ||
tag = -1 | ||
start = -1 | ||
nodeMap = nil | ||
} | ||
} | ||
} | ||
} | ||
return result, found, len(found) > 0 | ||
} |
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module github.com/bean-du/dfa | ||
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go 1.16 |
Empty file.
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package dfa | ||
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type Node struct { | ||
IsEnd bool | ||
Value string | ||
Child map[rune]*Node | ||
} | ||
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func newNode() *Node { | ||
return &Node{ | ||
IsEnd: false, | ||
Value: "", | ||
Child: make(map[rune]*Node), | ||
} | ||
} | ||
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type Trie struct { | ||
root *Node | ||
size int | ||
} | ||
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func (t *Trie) Root() *Node { | ||
return t.root | ||
} | ||
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func (t *Trie) Insert(key string) { | ||
curNode := t.root | ||
for _, v := range key { | ||
if curNode.Child[v] == nil { | ||
curNode.Child[v] = newNode() | ||
} | ||
curNode = curNode.Child[v] | ||
} | ||
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if !curNode.IsEnd { | ||
t.size++ | ||
curNode.IsEnd = true | ||
} | ||
curNode.Value = key | ||
} | ||
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func (t *Trie) PrefixMatch(key string) []string { | ||
node, _ := t.findNode(key) | ||
if node == nil { | ||
return nil | ||
} | ||
return t.Walk(node) | ||
} | ||
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func (t *Trie) Walk(node *Node) (ret []string) { | ||
if node.IsEnd { | ||
ret = append(ret, node.Value) | ||
} | ||
for _, v := range node.Child { | ||
ret = append(ret, t.Walk(v)...) | ||
} | ||
return | ||
} | ||
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func (t *Trie) findNode(key string) (node *Node, index int) { | ||
curNode := t.root | ||
f := false | ||
for k, v := range key { | ||
if f { | ||
index = k | ||
f = false | ||
} | ||
if curNode.Child[v] == nil { | ||
return nil, index | ||
} | ||
curNode = curNode.Child[v] | ||
if curNode.IsEnd { | ||
f = true | ||
} | ||
} | ||
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if curNode.IsEnd { | ||
index = len(key) | ||
} | ||
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return curNode, index | ||
} | ||
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func (t *Trie) Child(key string) *Node { | ||
node, _ := t.findNode(key) | ||
return node | ||
} | ||
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func NewTrie() *Trie { | ||
return &Trie{ | ||
root: newNode(), | ||
size: 0, | ||
} | ||
} |