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local char = require('cmp.utils.char')
local matcher = {}
matcher.WORD_BOUNDALY_ORDER_FACTOR = 10
matcher.PREFIX_FACTOR = 8
matcher.NOT_FUZZY_FACTOR = 6
---@type function
matcher.debug = function(...)
return ...
end
--- score
--
-- ### The score
--
-- The `score` is `matched char count` generally.
--
-- But cmp will fix the score with some of the below points so the actual score is not `matched char count`.
--
-- 1. Word boundary order
--
-- cmp prefers the match that near by word-beggining.
--
-- 2. Strict case
--
-- cmp prefers strict match than ignorecase match.
--
--
-- ### Matching specs.
--
-- 1. Prefix matching per word boundary
--
-- `bora` -> `border-radius` # imaginary score: 4
-- ^^~~ ^^ ~~
--
-- 2. Try sequential match first
--
-- `woroff` -> `word_offset` # imaginary score: 6
-- ^^^~~~ ^^^ ~~~
--
-- * The `woroff`'s second `o` should not match `word_offset`'s first `o`
--
-- 3. Prefer early word boundary
--
-- `call` -> `call` # imaginary score: 4.1
-- ^^^^ ^^^^
-- `call` -> `condition_all` # imaginary score: 4
-- ^~~~ ^ ~~~
--
-- 4. Prefer strict match
--
-- `Buffer` -> `Buffer` # imaginary score: 6.1
-- ^^^^^^ ^^^^^^
-- `buffer` -> `Buffer` # imaginary score: 6
-- ^^^^^^ ^^^^^^
--
-- 5. Use remaining characters for substring match
--
-- `fmodify` -> `fnamemodify` # imaginary score: 1
-- ^~~~~~~ ^ ~~~~~~
--
-- 6. Avoid unexpected match detection
--
-- `candlesingle` -> candle#accept#single
-- ^^^^^^~~~~~~ ^^^^^^ ~~~~~~
-- * The `accept`'s `a` should not match to `candle`'s `a`
--
-- 7. Avoid false positive matching
--
-- `,` -> print,
-- ~
-- * Typically, the middle match with symbol characters only is false positive. should be ignored.
--
--
---Match entry
---@param input string
---@param word string
---@param option { synonyms: string[], disallow_fuzzy_matching: boolean, disallow_partial_matching: boolean, disallow_prefix_unmatching: boolean }
---@return integer
matcher.match = function(input, word, option)
option = option or {}
-- Empty input
if #input == 0 then
return matcher.PREFIX_FACTOR + matcher.NOT_FUZZY_FACTOR, {}
end
-- Ignore if input is long than word
if #input > #word then
return 0, {}
end
-- Check prefix matching.
if option.disallow_prefix_unmatching then
if not char.match(string.byte(input, 1), string.byte(word, 1)) then
return 0, {}
end
end
-- Gather matched regions
local matches = {}
local input_start_index = 1
local input_end_index = 1
local word_index = 1
local word_bound_index = 1
local no_symbol_match = false
while input_end_index <= #input and word_index <= #word do
local m = matcher.find_match_region(input, input_start_index, input_end_index, word, word_index)
if m and input_end_index <= m.input_match_end then
m.index = word_bound_index
input_start_index = m.input_match_start + 1
input_end_index = m.input_match_end + 1
no_symbol_match = no_symbol_match or m.no_symbol_match
word_index = char.get_next_semantic_index(word, m.word_match_end)
table.insert(matches, m)
else
word_index = char.get_next_semantic_index(word, word_index)
end
word_bound_index = word_bound_index + 1
end
-- Check partial matching.
if option.disallow_partial_matching and #matches > 1 then
return 0, {}
end
if #matches == 0 then
return 0, {}
end
matcher.debug(word, matches)
-- Add prefix bonus
local prefix = false
if matches[1].input_match_start == 1 and matches[1].word_match_start == 1 then
prefix = true
else
for _, synonym in ipairs(option.synonyms or {}) do
prefix = true
local o = 1
for i = matches[1].input_match_start, matches[1].input_match_end do
if not char.match(string.byte(synonym, o), string.byte(input, i)) then
prefix = false
break
end
o = o + 1
end
if prefix then
break
end
end
end
if no_symbol_match and not prefix then
return 0, {}
end
-- Compute prefix match score
local score = prefix and matcher.PREFIX_FACTOR or 0
local offset = prefix and matches[1].index - 1 or 0
local idx = 1
for _, m in ipairs(matches) do
local s = 0
for i = math.max(idx, m.input_match_start), m.input_match_end do
s = s + 1
idx = i
end
idx = idx + 1
if s > 0 then
s = s * (1 + m.strict_ratio)
s = s * (1 + math.max(0, matcher.WORD_BOUNDALY_ORDER_FACTOR - (m.index - offset)) / matcher.WORD_BOUNDALY_ORDER_FACTOR)
score = score + s
end
end
-- Check remaining input as fuzzy
if matches[#matches].input_match_end < #input then
if not option.disallow_fuzzy_matching then
if prefix and matcher.fuzzy(input, word, matches) then
return score, matches
end
end
return 0, {}
end
return score + matcher.NOT_FUZZY_FACTOR, matches
end
--- fuzzy
matcher.fuzzy = function(input, word, matches)
local last_match = matches[#matches]
-- Lately specified middle of text.
local input_index = last_match.input_match_end + 1
for i = 1, #matches - 1 do
local curr_match = matches[i]
local next_match = matches[i + 1]
local word_offset = 0
local word_index = char.get_next_semantic_index(word, curr_match.word_match_end)
while word_offset + word_index < next_match.word_match_start and input_index <= #input do
if char.match(string.byte(word, word_index + word_offset), string.byte(input, input_index)) then
input_index = input_index + 1
word_offset = word_offset + 1
else
word_index = char.get_next_semantic_index(word, word_index + word_offset)
word_offset = 0
end
end
end
-- Remaining text fuzzy match.
local last_input_index = input_index
local matched = false
local word_offset = 0
local word_index = last_match.word_match_end + 1
local input_match_start = -1
local input_match_end = -1
local word_match_start = -1
local strict_count = 0
local match_count = 0
while word_offset + word_index <= #word and input_index <= #input do
local c1, c2 = string.byte(word, word_index + word_offset), string.byte(input, input_index)
if char.match(c1, c2) then
if not matched then
input_match_start = input_index
word_match_start = word_index + word_offset
end
matched = true
input_index = input_index + 1
strict_count = strict_count + (c1 == c2 and 1 or 0)
match_count = match_count + 1
elseif matched then
input_index = last_input_index
input_match_end = input_index - 1
end
word_offset = word_offset + 1
end
if input_index > #input then
table.insert(matches, {
input_match_start = input_match_start,
input_match_end = input_match_end,
word_match_start = word_match_start,
word_match_end = word_index + word_offset - 1,
strict_ratio = strict_count / match_count,
fuzzy = true,
})
return true
end
return false
end
--- find_match_region
matcher.find_match_region = function(input, input_start_index, input_end_index, word, word_index)
-- determine input position ( woroff -> word_offset )
while input_start_index < input_end_index do
if char.match(string.byte(input, input_end_index), string.byte(word, word_index)) then
break
end
input_end_index = input_end_index - 1
end
-- Can't determine input position
if input_end_index < input_start_index then
return nil
end
local input_match_start = -1
local input_index = input_end_index
local word_offset = 0
local strict_count = 0
local match_count = 0
local no_symbol_match = false
while input_index <= #input and word_index + word_offset <= #word do
local c1 = string.byte(input, input_index)
local c2 = string.byte(word, word_index + word_offset)
if char.match(c1, c2) then
-- Match start.
if input_match_start == -1 then
input_match_start = input_index
end
strict_count = strict_count + (c1 == c2 and 1 or 0)
match_count = match_count + 1
word_offset = word_offset + 1
no_symbol_match = no_symbol_match or char.is_symbol(c1)
else
-- Match end (partial region)
if input_match_start ~= -1 then
return {
input_match_start = input_match_start,
input_match_end = input_index - 1,
word_match_start = word_index,
word_match_end = word_index + word_offset - 1,
strict_ratio = strict_count / match_count,
no_symbol_match = no_symbol_match,
fuzzy = false,
}
else
return nil
end
end
input_index = input_index + 1
end
-- Match end (whole region)
if input_match_start ~= -1 then
return {
input_match_start = input_match_start,
input_match_end = input_index - 1,
word_match_start = word_index,
word_match_end = word_index + word_offset - 1,
strict_ratio = strict_count / match_count,
no_symbol_match = no_symbol_match,
fuzzy = false,
}
end
return nil
end
return matcher
|