-
Notifications
You must be signed in to change notification settings - Fork 9
/
Copy pathStringMap.fs
332 lines (267 loc) · 13 KB
/
StringMap.fs
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
module StringMap
open System.Collections
open System.Collections.Generic
open NUnit.Framework
type IMap<'k, 'v> =
inherit IEnumerable<'k * 'v>
abstract Item : 'k -> 'v with get, set
abstract Remove : 'k -> bool
abstract Contains : 'k -> bool
abstract Items : seq<'k * 'v>
abstract MatchPrefix : 'k -> seq<'k * 'v>
abstract MatchPattern : 'k -> seq<'k * 'v>
type IAlphabet<'k> =
abstract Size : int
abstract GetCharacter : 'k * int -> int option
abstract AppendCharacter : 'k * int -> 'k
abstract Zero : 'k
abstract IsWildcard : int -> bool
type private ANSIAlphabet() =
let kSize = 128
interface IAlphabet<string> with
member this.Size =
kSize
member this.GetCharacter(key : string, index : int) : int option =
if index >= key.Length then
None
else
let c = int key.[index]
assert (c < kSize)
Some c
member this.AppendCharacter(key : string, c : int) : string =
assert (c < kSize)
key + (char c).ToString()
member this.Zero = ""
member this.IsWildcard(c : int) =
c = int '.'
// Trie
type private TrieNode<'k, 'v>(alphabetSize : int) =
let children : TrieNode<'k, 'v> option[] = Array.create (alphabetSize) None
member val Value : 'v option = None with get, set
member this.Get(alphabet : IAlphabet<'k>, key : 'k, index : int) : TrieNode<'k, 'v> option =
match alphabet.GetCharacter(key, index) with
| None -> Some this
| Some c -> children.[c] |> Option.bind (fun n -> n.Get(alphabet, key, index + 1))
member this.GetOrCreate(alphabet : IAlphabet<'k>, key : 'k, index : int) : TrieNode<'k, 'v> =
match alphabet.GetCharacter(key, index) with
| None -> this
| Some c ->
if Option.isNone children.[c] then
children.[c] <- Some (TrieNode<'k, 'v>(alphabet.Size))
children.[c].Value.GetOrCreate(alphabet, key, index + 1)
member this.Descendents(alphabet : IAlphabet<'k>, key : 'k) : seq<'k * 'v> =
seq {
match this.Value with
| None -> ()
| Some v -> yield key, v
for c in 0..alphabet.Size-1 do
match children.[c] with
| None -> ()
| Some n -> yield! n.Descendents(alphabet, alphabet.AppendCharacter(key, c))
}
member this.Match(alphabet : IAlphabet<'k>, pattern : 'k, index : int, key : 'k) : seq<'k * TrieNode<'k, 'v>> =
match alphabet.GetCharacter(pattern, index) with
| None -> Seq.singleton (key, this)
| Some c ->
let cs = if alphabet.IsWildcard c then seq { 0..alphabet.Size-1 } else seq {c..c}
seq {
for c in cs do
match children.[c] with
| None -> ()
| Some n -> yield! n.Match(alphabet, pattern, index + 1, alphabet.AppendCharacter(key, c))
}
type TrieMap<'k, 'v>(alphabet : IAlphabet<'k>) =
let root = TrieNode<'k, 'v>(alphabet.Size)
interface IMap<'k, 'v> with
member this.Item
with get key =
root.Get(alphabet, key, 0) |> Option.bind (fun n -> n.Value) |> Option.get
and set key value =
root.GetOrCreate(alphabet, key, 0).Value <- Some value
member this.Remove(key : 'k) : bool =
match root.Get(alphabet, key, 0) with
| Some n when Option.isSome (n.Value) ->
n.Value <- None
true
| _ -> false
member this.Contains(key : 'k) : bool =
root.Get(alphabet, key, 0) |> Option.bind (fun n -> n.Value) |> Option.isSome
member this.Items : seq<'k * 'v> =
root.Descendents(alphabet, alphabet.Zero)
member this.MatchPrefix(key : 'k) : seq<'k * 'v> =
match root.Get(alphabet, key, 0) with
| None -> Seq.empty
| Some n -> n.Descendents(alphabet, key)
member this.MatchPattern(pattern : 'k) : seq<'k * 'v> =
root.Match(alphabet, pattern, 0, alphabet.Zero)
|> Seq.filter (fun (k, n) -> Option.isSome n.Value)
|> Seq.map (fun (k, n) -> (k, n.Value.Value))
member this.GetEnumerator() =
(this :> IMap<'k, 'v>).Items.GetEnumerator()
member this.GetEnumerator() =
(this :> IMap<'k, 'v>).Items.GetEnumerator() :> IEnumerator
let newStringTrie<'v>() = TrieMap<string, 'v>(ANSIAlphabet()) :> IMap<string, 'v>
// TernarySearchTree
type private TSTNode<'k, 'v> =
{
Character : int
mutable Value : 'v option
mutable Left : TSTNode<'k, 'v> option
mutable Mid : TSTNode<'k, 'v> option
mutable Right : TSTNode<'k, 'v> option
}
static member New(c) = { Character = c; Value = None; Left = None; Mid = None; Right = None; }
static member Get(n : TSTNode<'k, 'v> option, alphabet : IAlphabet<'k>, key : 'k, index : int) : TSTNode<'k, 'v> option =
match (alphabet.GetCharacter(key, index), n) with
| (None, _) -> failwith "invalid key"
| (_, None) -> None
| (Some c, Some n) when c < n.Character -> TSTNode.Get(n.Left, alphabet, key, index)
| (Some c, Some n) when c > n.Character -> TSTNode.Get(n.Right, alphabet, key, index)
| (Some c, Some n) when Option.isSome (alphabet.GetCharacter(key, index + 1)) -> TSTNode.Get(n.Mid, alphabet, key, index + 1)
| (Some c, Some n) -> Some n
static member GetOrCreate(n : TSTNode<'k, 'v> option, alphabet : IAlphabet<'k>, key : 'k, index : int) : TSTNode<'k, 'v> * TSTNode<'k, 'v> =
let c =
match alphabet.GetCharacter(key, index) with
| None -> failwith "invalid key"
| Some c -> c
let n =
match n with
| None -> TSTNode<_, _>.New(c)
| Some n -> n
if c < n.Character then
let newLeft, ret = TSTNode.GetOrCreate(n.Left, alphabet, key, index)
n.Left <- Some newLeft
n, ret
elif c > n.Character then
let newRight, ret = TSTNode.GetOrCreate(n.Right, alphabet, key, index)
n.Right <- Some newRight
n, ret
elif Option.isSome (alphabet.GetCharacter(key, index + 1)) then
let newMid, ret = TSTNode.GetOrCreate(n.Mid, alphabet, key, index + 1)
n.Mid <- Some newMid
n, ret
else
n, n
static member Match(n : TSTNode<'k, 'v> option, alphabet : IAlphabet<'k>, pattern : 'k, index : int, key : 'k) : seq<'k * TSTNode<'k, 'v>> =
match (alphabet.GetCharacter(pattern, index), n) with
| (None, _) -> Seq.empty
| (_, None) -> Seq.empty
| (Some c, Some n) when alphabet.IsWildcard c ->
seq {
yield! TSTNode.Match(n.Left, alphabet, pattern, index, key)
yield! TSTNode.Match(n.Right, alphabet, pattern, index, key)
let nextKey = alphabet.AppendCharacter(key, n.Character)
if Option.isSome (alphabet.GetCharacter(pattern, index + 1)) then
yield! TSTNode.Match(n.Mid, alphabet, pattern, index + 1, nextKey)
else
yield nextKey, n
}
| (Some c, Some n) when c < n.Character -> TSTNode.Match(n.Left, alphabet, pattern, index, key)
| (Some c, Some n) when c > n.Character -> TSTNode.Match(n.Right, alphabet, pattern, index, key)
| (Some c, Some n) ->
seq {
let nextKey = alphabet.AppendCharacter(key, n.Character)
if Option.isSome (alphabet.GetCharacter(pattern, index + 1)) then
yield! TSTNode.Match(n.Mid, alphabet, pattern, index + 1, nextKey)
else
yield nextKey, n
}
static member Traverse(n : TSTNode<'k, 'v> option, alphabet : IAlphabet<'k>, key : 'k) : seq<'k * 'v> =
match n with
| None -> Seq.empty
| Some n ->
seq {
yield! TSTNode.Traverse(n.Left, alphabet, key)
yield! TSTNode.Traverse(n.Right, alphabet, key)
let nextKey = alphabet.AppendCharacter(key, n.Character)
match n.Value with
| None -> ()
| Some v -> yield (nextKey, v)
yield! TSTNode.Traverse(n.Mid, alphabet, nextKey)
}
static member Descendents(n : TSTNode<'k, 'v> option, alphabet : IAlphabet<'k>, key : 'k) : seq<'k * 'v> =
match n with
| None -> Seq.empty
| Some n ->
seq {
match n.Value with
| None -> ()
| Some v -> yield (key, v)
yield! TSTNode.Traverse(n.Mid, alphabet, key)
}
type TSTMap<'k, 'v>(alphabet : IAlphabet<'k>) =
let mutable root : TSTNode<'k, 'v> option = None
interface IMap<'k, 'v> with
member this.Item
with get (key : 'k) =
TSTNode.Get(root, alphabet, key, 0) |> Option.bind (fun n -> n.Value) |> Option.get
and set (key : 'k) (value : 'v) =
let newRoot, ret = TSTNode.GetOrCreate(root, alphabet, key, 0)
root <- Some newRoot
ret.Value <- Some value
member this.Remove(key : 'k) : bool =
match TSTNode.Get(root, alphabet, key, 0) with
| Some n when Option.isSome n.Value ->
n.Value <- None
true
| _ -> false
member this.Contains(key : 'k) : bool =
TSTNode.Get(root, alphabet, key, 0) |> Option.bind (fun n -> n.Value) |> Option.isSome
member this.Items : seq<'k * 'v> =
TSTNode.Traverse(root, alphabet, alphabet.Zero)
member this.MatchPrefix(key : 'k) : seq<'k * 'v> =
TSTNode.Descendents(TSTNode.Get(root, alphabet, key, 0), alphabet, key)
member this.MatchPattern(pattern : 'k) : seq<'k * 'v> =
TSTNode.Match(root, alphabet, pattern, 0, alphabet.Zero)
|> Seq.filter (fun (k, n) -> Option.isSome n.Value)
|> Seq.map (fun (k, n) -> (k, n.Value.Value))
member this.GetEnumerator() =
(this :> IMap<'k, 'v>).Items.GetEnumerator()
member this.GetEnumerator() =
(this :> IMap<'k, 'v>).Items.GetEnumerator() :> IEnumerator
let newStringTST<'v>() = TSTMap<string, 'v>(ANSIAlphabet()) :> IMap<string, 'v>
// Unit test
[<TestFixture>]
type internal StringMapTest() =
[<Test>]
member this.TestWithFixedStrings() =
for map in [newStringTrie();newStringTST()] do
let strs = [ "a"; "ab"; "abc"; "ac"; "acd"; "bc" ]
for s in strs do
map.[s] <- s.Length
for s in strs do
Assert.IsTrue(map.Contains(s))
Assert.AreEqual(map.[s], s.Length)
Assert.IsFalse(map.Contains("b"))
Assert.IsFalse(map.Contains("abcd"))
Assert.IsFalse(map.Contains("ad"))
for (k, v) in map.Items do
Assert.AreEqual(v, k.Length)
for (k, v) in map do
Assert.AreEqual(v, k.Length)
Assert.AreEqual(["a";"ab";"abc";"ac";"acd"] |> List.sort, map.MatchPrefix("a") |> List.ofSeq |> List.map fst |> List.sort)
Assert.AreEqual(["ab";"abc"] |> List.sort, map.MatchPrefix("ab") |> List.ofSeq |> List.map fst |> List.sort)
Assert.AreEqual(["abc"] |> List.sort, map.MatchPrefix("abc") |> List.ofSeq |> List.map fst |> List.sort)
Assert.AreEqual([] |> List.sort, map.MatchPrefix("abcd") |> List.ofSeq |> List.map fst |> List.sort)
Assert.AreEqual(["ac";"bc"] |> List.sort, map.MatchPattern(".c") |> List.ofSeq |> List.map fst |> List.sort)
Assert.AreEqual(["abc";"acd"] |> List.sort, map.MatchPattern("a..") |> List.ofSeq |> List.map fst |> List.sort)
for i in 0..2..strs.Length-1 do
Assert.IsTrue(map.Remove(strs.[i]))
for i in 0..strs.Length-1 do
Assert.AreEqual(i % 2 = 1, map.Contains(strs.[i]))
[<Test>]
member this.TestRandomStrings() =
for map in [newStringTrie();newStringTST()] do
let mutable builtinMap = Map.empty
let strs = Utility.genRandoms 1000 0 1000 |> Seq.map (fun v -> v.ToString()) |> Array.ofSeq
for i in 0..strs.Length-1 do
map.[strs.[i]] <- i
builtinMap <- builtinMap.Add(strs.[i], i)
for i in 0..2..strs.Length-1 do
if builtinMap.ContainsKey(strs.[i]) then
Assert.IsTrue(map.Remove(strs.[i]))
builtinMap <- builtinMap.Remove(strs.[i])
for i in 0..strs.Length-1 do
Assert.AreEqual(builtinMap.ContainsKey(strs.[i]), map.Contains(strs.[i]))
if builtinMap.ContainsKey(strs.[i]) then
Assert.AreEqual(builtinMap.[strs.[i]], map.[strs.[i]])