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@WolfDan
Created June 22, 2017 17:11
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defmodule Search.Searcher do
# Score consts
@sequential_bonus 15 # bonus for adjacent matches
@separator_bonus 30 # bonus if match occurs after a separator
@camel_bonus 30 # bonus if match is uppercase and prev is lower
@first_letter_bonus 15 # bonus if the first letter is matched
@leading_letter_penalty -5 # penalty applied for every letter in str before the first match
@max_leading_letter_penalty -15 # maximum penalty for leading letters
@unmatched_letter_penalty -1 # penalty for every letter that doesn't matter
def search(pat, str) do
_search(pat |> String.codepoints ,
str |> String.codepoints , 0, str |> String.codepoints, 1, nil)
end
defp _search(_, _, score, _, rec_count, _) when rec_count >= 10 do
{:false, score, []}
end
defp _search([], _, score, _, _, _) do # pattern empty
{:false, score, []}
end
defp _search(_, [], score, _, _, _) do # or str empty
{:false, score, []}
end
defp _search(pat, str, score, str_begin, rec_count, src_matches) do
state = %{
rec_match: false, #rec_match
best_rec_matches: [], # best_rec_matches
best_rec_score: 0, # best_rec_score
first_match: true, # first_match
matches: [], # matches
src_matches: src_matches # src_matches
}
case _while(state, pat, str, str_begin, rec_count) do
{:ok, state, pat} ->
_calculate_score(state, str_begin, pat, score)
false ->
{:false, score, []}
end
end
defp _calculate_score(state, str_begin, pat, score) do
if pat == [] do
100
|> _calculate_penalty(Enum.at(state[:matches], 0))
|> _cal_unmatched(str_begin, state)
|> _iter_matches(state[:matches], str_begin)
|> _calculate_return(state, pat)
else
_calculate_return({:ok, score}, state, pat)
end
end
defp _calculate_return({_, score}, state, pat) do
cond do
state[:rec_match] && (pat != [] || state[:best_rec_score] > score)
->
{true, state[:best_rec_score], state[:best_rec_matches]}
pat === [] ->
{true, score, state[:matches]}
true ->
{false, score, state[:matches]}
end
end
defp _calculate_penalty(out_score, match_score) do
penalty =
if match_score == nil do
0
else
@leading_letter_penalty * match_score
end
if penalty < @max_leading_letter_penalty do
out_score + @max_leading_letter_penalty
else
out_score + penalty
end
end
defp _cal_unmatched(out_score, str_begin, state) do
out_score + @unmatched_letter_penalty *
(String.replace_suffix(Enum.join(str_begin, ""), "", "")
|> String.length |> Kernel.-(length(state[:matches])))
end
defp _iter_matches(out_score, matches, str_begin) do
matches
|> Enum.with_index
|> Enum.map_reduce(out_score, fn({item, count}, score) ->
{item, score
|> _iter_sequential(matches, count, item)
|> _iter_bonuses(str_begin, item)}
end)
end
defp _iter_sequential(score, matches, count, item) do
if count > 0 && item == (Enum.at(matches, count - 1) + 1) do
score + @sequential_bonus
else
score
end
end
defp _iter_bonuses(score, str_begin, item) do
if item > 0 do
neighbor = Enum.at(str_begin, item - 1)
score
|> _camel_case(neighbor, Enum.at(str_begin, item))
|> _separator(neighbor)
else
score + @first_letter_bonus
end
end
defp _camel_case(score, neighbor, curr) do
if neighbor != " " && neighbor == String.downcase(neighbor) &&
curr != " " && curr === String.upcase(curr)
do
score + @camel_bonus
else
score
end
end
defp _separator(score, neighbor) do
if neighbor === "_" || neighbor === " " do
score + @separator_bonus
else
score
end
end
defp _while(state, [], _, _, _) do
{:ok,
state |> Map.put(:matches, Enum.reverse(state[:matches])),
[]}
end
defp _while(state, pat, [], _, _) do
{:ok,
state |> Map.put(:matches, Enum.reverse(state[:matches])),
pat}
end
defp _while(state, pat,[_ | str_t] = str,
str_begin, rec_count) do
#can't call String.downcase on a def when so here use cond
case _check_while(state, pat, str, str_begin, rec_count) do
{pat, state, rec_count} ->
_while(state, pat, str_t, str_begin, rec_count)
false ->
false
end
end
defp _check_while(state,[pat_h | pat_t] = pat,[str_h | str_t] = str,
str_begin, rec_count) do
if String.downcase(pat_h) === String.downcase(str_h) do
if length(state[:matches]) >= 255 do
false
else
rec_count = rec_count + 1
state =
state
|> check_first_match
|> check_recursive(pat, str_t, str_begin, rec_count)
|> update_matches(str, str_begin)
{pat_t, state, rec_count}
end
else
{pat, state, rec_count}
end
end
defp check_first_match(state) do
if state[:first_match] && state[:src_matches] != nil do
state
|> Map.put(:matches, state[:src_matches])
|> Map.put(:first_match, false)
else
state
end
end
defp check_recursive(state, pat, str, str_begin, rec_count) do
case _search(pat, str, 0, str_begin, rec_count, state[:matches]) do
{true, score, matches} ->
recursive_matches state, score, matches
_ ->
state
end
end
defp recursive_matches(state, score, matches) do
state =
if state[:rec_match] === false ||
score > state[:best_rec_score] do
state
|> Map.put(:best_rec_matches, matches)
|> Map.put(:best_rec_score, score)
else
state
end
state
|> Map.put(:rec_match, true)
end
defp update_matches(state, str, str_begin) do
state
|> Map.put(:matches,
[String.replace_suffix(Enum.join(str_begin, ""), Enum.join(str, ""), "")
|> String.length | state[:matches]])
end
end
@WolfDan
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WolfDan commented Jul 20, 2019

Hey @tajmone !

Sure! feel free to include it on your repo, regarding the license I don't know too much about them so I'd guess just keep it MIT

Just a warning, this code is really old and I did it when I just get started with the language, I'm sure it can be improved, so once you add it in your repo I'll probably add a pr later on improving the code :D

@tajmone
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tajmone commented Jul 20, 2019

Thanks a lot @WolfDan! I've added it to the proejct:

https://github.com/tajmone/fuzzy-search/tree/master/fts_fuzzy_match/0.2.0/elixir

Following your directives, I've taken liberty to add a LICENSE file to its folder:

MIT License

Copyright (c) 2017 @WolfDan -- https://github.com/WolfDan

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:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

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.

I hope it's all OK.

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