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author | Andreas Rumpf <rumpf_a@web.de> | 2018-10-14 10:26:45 +0200 |
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committer | Andreas Rumpf <rumpf_a@web.de> | 2018-10-14 10:26:45 +0200 |
commit | 765692514049618196b66a2c52719390d50ee661 (patch) | |
tree | 5231bb000a83f669d6ba25da58931a85fcffb8ea /lib | |
parent | 7f81519f4114dbb49fcd68ca2361920bf374fb1c (diff) | |
download | Nim-765692514049618196b66a2c52719390d50ee661.tar.gz |
added new editdistance stdlib module, deprecated strutils.editDistance, refs #6301
Diffstat (limited to 'lib')
-rw-r--r-- | lib/pure/editdistance.nim | 306 | ||||
-rw-r--r-- | lib/pure/strutils.nim | 5 |
2 files changed, 310 insertions, 1 deletions
diff --git a/lib/pure/editdistance.nim b/lib/pure/editdistance.nim new file mode 100644 index 000000000..63fa4cf72 --- /dev/null +++ b/lib/pure/editdistance.nim @@ -0,0 +1,306 @@ +# +# +# Nim's Runtime Library +# (c) Copyright 2018 Nim contributors +# +# See the file "copying.txt", included in this +# distribution, for details about the copyright. +# + +## This module implements an algorithm to compute the +## `edit distance`:idx: between two Unicode strings. + +import unicode + +proc len(r: Rune): int {.noSideEffect.} = + ## Returns the number of bytes the rune ``r`` takes + let v = r.uint32 + if v <= 0x007F: result = 1 + elif v <= 0x07FF: result = 2 + elif v <= 0xFFFF: result = 3 + elif v <= 0x1FFFFF: result = 4 + elif v <= 0x3FFFFFF: result = 5 + elif v <= 0x7FFFFFFF: result = 6 + else: result = 1 + +proc editDistance*(a, b: string): int {.noSideEffect.} = + ## Returns the unicode-rune edit distance between ``a`` and ``b``. + ## + ## This uses the `Levenshtein`:idx: distance algorithm with only a linear + ## memory overhead. + if len(a) > len(b): + # make ``b`` the longer string + return editDistance(b, a) + # strip common prefix + var + i_start = 0 ## The character starting index of the first rune in both strings ``a`` and ``b`` + i_next_a = 0 + i_next_b = 0 + rune_a, rune_b: Rune + len_runes_a = 0 ## The number of relevant runes in string ``a``. + len_runes_b = 0 ## The number of relevant runes in string ``b``. + block commonPrefix: + # ``a`` is the shorter string + while i_start < len(a): + i_next_a = i_start + a.fastRuneAt(i_next_a, rune_a, doInc = true) + i_next_b = i_start + b.fastRuneAt(i_next_b, rune_b, doInc = true) + if rune_a != rune_b: + inc(len_runes_a) + inc(len_runes_b) + break + i_start = i_next_a + var + # we know that we are either at the start of the strings + # or that the current value of rune_a is not equal to rune_b + # => start search for common suffix after the current rune (``i_next_*``) + i_end_a = i_next_a ## The exclusive upper index bound of string ``a``. + i_end_b = i_next_b ## The exclusive upper index bound of string ``b``. + i_current_a = i_next_a + i_current_b = i_next_b + block commonSuffix: + var + add_runes_a = 0 + add_runes_b = 0 + while i_current_a < len(a) and i_current_b < len(b): + i_next_a = i_current_a + a.fastRuneAt(i_next_a, rune_a) + i_next_b = i_current_b + b.fastRuneAt(i_next_b, rune_b) + inc(add_runes_a) + inc(add_runes_b) + if rune_a != rune_b: + i_end_a = i_next_a + i_end_b = i_next_b + inc(len_runes_a, add_runes_a) + inc(len_runes_b, add_runes_b) + add_runes_a = 0 + add_runes_b = 0 + i_current_a = i_next_a + i_current_b = i_next_b + if i_current_a >= len(a): # ``a`` exhausted + if i_current_b < len(b): # ``b`` not exhausted + i_end_a = i_current_a + i_end_b = i_current_b + inc(len_runes_a, add_runes_a) + inc(len_runes_b, add_runes_b) + while true: + b.fastRuneAt(i_end_b, rune_b) + inc(len_runes_b) + if i_end_b >= len(b): break + elif i_current_b >= len(b): # ``b`` exhausted and ``a`` not exhausted + i_end_a = i_current_a + i_end_b = i_current_b + inc(len_runes_a, add_runes_a) + inc(len_runes_b, add_runes_b) + while true: + a.fastRuneAt(i_end_a, rune_a) + inc(len_runes_a) + if i_end_a >= len(a): break + block specialCases: + # trivial cases: + if len_runes_a == 0: return len_runes_b + if len_runes_b == 0: return len_runes_a + # another special case: + if len_runes_a == 1: + a.fastRuneAt(i_start, rune_a, doInc = false) + var i_current_b = i_start + while i_current_b < i_end_b: + b.fastRuneAt(i_current_b, rune_b, doInc = true) + if rune_a == rune_b: return len_runes_b - 1 + return len_runes_b + # common case: + var + len1 = len_runes_a + 1 + len2 = len_runes_b + 1 + row: seq[int] + let half = len_runes_a div 2 + newSeq(row, len2) + var e = i_start + len2 - 1 # end marker + # initialize first row: + for i in 1 .. (len2 - half - 1): row[i] = i + row[0] = len1 - half - 1 + i_current_a = i_start + var + char2p_i = -1 + char2p_prev: int + for i in 1 .. (len1 - 1): + i_next_a = i_current_a + a.fastRuneAt(i_next_a, rune_a) + var + char2p: int + D, x: int + p: int + if i >= (len1 - half): + # skip the upper triangle: + let offset = i + half - len1 + if char2p_i == i: + b.fastRuneAt(char2p_prev, rune_b) + char2p = char2p_prev + char2p_i = i + 1 + else: + char2p = i_start + for j in 0 ..< offset: + rune_b = b.runeAt(char2p) + inc(char2p, rune_b.len) + char2p_i = i + 1 + char2p_prev = char2p + p = offset + rune_b = b.runeAt(char2p) + var c3 = row[p] + (if rune_a != rune_b: 1 else: 0) + inc(char2p, rune_b.len) + inc(p) + x = row[p] + 1 + D = x + if x > c3: x = c3 + row[p] = x + inc(p) + else: + p = 1 + char2p = i_start + D = i + x = i + if i <= (half + 1): + # skip the lower triangle: + e = len2 + i - half - 2 + # main: + while p <= e: + dec(D) + rune_b = b.runeAt(char2p) + var c3 = D + (if rune_a != rune_b: 1 else: 0) + inc(char2p, rune_b.len) + inc(x) + if x > c3: x = c3 + D = row[p] + 1 + if x > D: x = D + row[p] = x + inc(p) + # lower triangle sentinel: + if i <= half: + dec(D) + rune_b = b.runeAt(char2p) + var c3 = D + (if rune_a != rune_b: 1 else: 0) + inc(x) + if x > c3: x = c3 + row[p] = x + i_current_a = i_next_a + result = row[e] + +proc editDistanceAscii*(a, b: string): int {.noSideEffect.} = + ## Returns the edit distance between `a` and `b`. + ## + ## This uses the `Levenshtein`:idx: distance algorithm with only a linear + ## memory overhead. + var len1 = a.len + var len2 = b.len + if len1 > len2: + # make `b` the longer string + return editDistanceAscii(b, a) + + # strip common prefix: + var s = 0 + while s < len1 and a[s] == b[s]: + inc(s) + dec(len1) + dec(len2) + # strip common suffix: + while len1 > 0 and len2 > 0 and a[s+len1-1] == b[s+len2-1]: + dec(len1) + dec(len2) + # trivial cases: + if len1 == 0: return len2 + if len2 == 0: return len1 + + # another special case: + if len1 == 1: + for j in s..s+len2-1: + if a[s] == b[j]: return len2 - 1 + return len2 + + inc(len1) + inc(len2) + var half = len1 shr 1 + # initalize first row: + #var row = cast[ptr array[0..high(int) div 8, int]](alloc(len2*sizeof(int))) + var row: seq[int] + newSeq(row, len2) + var e = s + len2 - 1 # end marker + for i in 1..len2 - half - 1: row[i] = i + row[0] = len1 - half - 1 + for i in 1 .. len1 - 1: + var char1 = a[i + s - 1] + var char2p: int + var D, x: int + var p: int + if i >= len1 - half: + # skip the upper triangle: + var offset = i - len1 + half + char2p = offset + p = offset + var c3 = row[p] + ord(char1 != b[s + char2p]) + inc(p) + inc(char2p) + x = row[p] + 1 + D = x + if x > c3: x = c3 + row[p] = x + inc(p) + else: + p = 1 + char2p = 0 + D = i + x = i + if i <= half + 1: + # skip the lower triangle: + e = len2 + i - half - 2 + # main: + while p <= e: + dec(D) + var c3 = D + ord(char1 != b[char2p + s]) + inc(char2p) + inc(x) + if x > c3: x = c3 + D = row[p] + 1 + if x > D: x = D + row[p] = x + inc(p) + # lower triangle sentinel: + if i <= half: + dec(D) + var c3 = D + ord(char1 != b[char2p + s]) + inc(x) + if x > c3: x = c3 + row[p] = x + result = row[e] + + +when isMainModule: + doAssert editDistance("", "") == 0 + doAssert editDistance("kitten", "sitting") == 3 # from Wikipedia + doAssert editDistance("flaw", "lawn") == 2 # from Wikipedia + + doAssert editDistance("привет", "превет") == 1 + doAssert editDistance("Åge", "Age") == 1 + # editDistance, one string is longer in bytes, but shorter in rune length + # first string: 4 bytes, second: 6 bytes, but only 3 runes + doAssert editDistance("aaaa", "×××") == 4 + + block veryLongStringEditDistanceTest: + const cap = 256 + var + s1 = newStringOfCap(cap) + s2 = newStringOfCap(cap) + while len(s1) < cap: + s1.add 'a' + while len(s2) < cap: + s2.add 'b' + doAssert editDistance(s1, s2) == cap + + block combiningCodePointsEditDistanceTest: + const s = "A\xCC\x8Age" + doAssert editDistance(s, "Age") == 1 + + doAssert editDistanceAscii("", "") == 0 + doAssert editDistanceAscii("kitten", "sitting") == 3 # from Wikipedia + doAssert editDistanceAscii("flaw", "lawn") == 2 # from Wikipedia diff --git a/lib/pure/strutils.nim b/lib/pure/strutils.nim index 296901558..a130c5a65 100644 --- a/lib/pure/strutils.nim +++ b/lib/pure/strutils.nim @@ -1775,8 +1775,10 @@ proc validIdentifier*(s: string): bool {.noSideEffect, if s[i] notin IdentChars: return false return true +{.push warning[Deprecated]: off.} proc editDistance*(a, b: string): int {.noSideEffect, - rtl, extern: "nsuEditDistance".} = + rtl, extern: "nsuEditDistance", + deprecated: "use editdistance.editDistanceAscii instead".} = ## Returns the edit distance between `a` and `b`. ## ## This uses the `Levenshtein`:idx: distance algorithm with only a linear @@ -1862,6 +1864,7 @@ proc editDistance*(a, b: string): int {.noSideEffect, if x > c3: x = c3 row[p] = x result = row[e] +{.pop.} # floating point formating: when not defined(js): |