philomena/lib/search/evaluator.ex

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Elixir
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2019-12-01 17:42:38 +01:00
defmodule Search.Evaluator do
# TODO: rethink the necessity of this module.
# Can we do this in elasticsearch instead?
def hits?(doc, %{bool: bool_query}) do
must(doc, bool_query[:must]) and
must(doc, bool_query[:filter]) and
should(doc, bool_query[:should]) and
not should(doc, bool_query[:must_not])
end
def hits?(doc, %{range: range_query}) do
[term] = Map.keys(range_query)
doc_values = wrap(doc[atomify(term)])
range_query[term]
|> Enum.all?(fn
{:gt, query_val} ->
Enum.any?(doc_values, & &1 > query_val)
{:gte, query_val} ->
Enum.any?(doc_values, & &1 >= query_val)
{:lt, query_val} ->
Enum.any?(doc_values, & &1 < query_val)
{:lte, query_val} ->
Enum.any?(doc_values, & &1 <= query_val)
end)
end
def hits?(doc, %{fuzzy: fuzzy_query}) do
[{term, %{value: query_val, fuzziness: fuzziness}}] = Enum.to_list(fuzzy_query)
wrap(doc[atomify(term)])
|> Enum.any?(fn doc_val ->
cond do
fuzziness >= 1 ->
levenshtein(query_val, doc_val) <= fuzziness
fuzziness >= 0 ->
levenshtein(query_val, doc_val) <= trunc((1 - fuzziness) * byte_size(query_val))
true ->
false
end
end)
end
def hits?(doc, %{wildcard: wildcard_query}) do
[{term, query_val}] = Enum.to_list(wildcard_query)
query_re = wildcard_to_regex(query_val)
wrap(doc[atomify(term)])
|> Enum.any?(&Regex.match?(query_re, &1))
end
def hits?(doc, %{match_phrase: phrase_query}) do
# This is wildly inaccurate but practically unavoidable as
# there is no good reason to import a term stemmer
[{term, query_val}] = Enum.to_list(phrase_query)
wrap(doc[atomify(term)])
|> Enum.any?(&String.contains?(&1, query_val))
end
def hits?(doc, %{term: term_query}) do
[{term, query_val}] = Enum.to_list(term_query)
wrap(doc[atomify(term)])
|> Enum.member?(query_val)
end
def hits?(_doc, %{match_all: %{}}), do: true
def hits?(_doc, %{match_none: %{}}), do: false
def hits?(doc, %{function_score: %{query: query}}), do: hits?(doc, query)
defp must(_doc, nil), do: true
defp must(doc, queries) when is_list(queries), do: Enum.all?(queries, &hits?(doc, &1))
defp must(doc, query), do: hits?(doc, query)
defp should(_doc, nil), do: false
defp should(doc, queries) when is_list(queries), do: Enum.any?(queries, &hits?(doc, &1))
defp should(doc, query), do: hits?(doc, query)
defp wrap(list) when is_list(list), do: list
defp wrap(object), do: [object]
defp atomify(atom) when is_atom(atom), do: atom
defp atomify(string) when is_binary(string), do: String.to_existing_atom(string)
def levenshtein(s1, s2) do
{dist, _lookup} = levenshtein_lookup(s1, s2, %{}, 0)
dist
end
defp levenshtein_lookup(s1, s2, lookup, times) do
case lookup[{s1, s2}] do
nil ->
levenshtein_execute(s1, s2, lookup, times)
val ->
{val, lookup}
end
end
# Avoid pursuing excessively time-consuming substrings
defp levenshtein_execute(s1, s2, lookup, times) when times > 2, do: {max(byte_size(s1), byte_size(s2)), lookup}
defp levenshtein_execute("", s2, lookup, _times), do: {byte_size(s2), lookup}
defp levenshtein_execute(s1, "", lookup, _times), do: {byte_size(s1), lookup}
defp levenshtein_execute(s1, s1, lookup, _times), do: {0, lookup}
defp levenshtein_execute(s1, s2, lookup, times) do
{deletion, lookup} = levenshtein_lookup(chop(s1), s2, lookup, times + 1)
{insertion, lookup} = levenshtein_lookup(s1, chop(s2), lookup, times + 1)
{substitution, lookup} = levenshtein_lookup(chop(s1), chop(s2), lookup, times + 1)
min =
Enum.min([
deletion + 1,
insertion + 1,
substitution + last_bytes_different?(s1, s2)
])
lookup = Map.put(lookup, {s1, s2}, min)
{min, lookup}
end
defp chop(str) when is_binary(str), do: binary_part(str, 0, byte_size(str) - 1)
defp last_bytes_different?(s1, s2) when binary_part(s1, byte_size(s1) - 1, 1) == binary_part(s2, byte_size(s2) - 1, 1), do: 0
defp last_bytes_different?(_s1, _s2), do: 1
defp wildcard_to_regex(input) do
re =
input
|> String.replace(~r/([.+^$\[\]\\\(\){}|-])/, "\\\\\\1") # escape regex metacharacters
|> String.replace(~r/([^\\]|[^\\](?:\\\\)+)\*/, "\\1.*") # * -> .* (kleene star)
|> String.replace(~r/\A(?:\\\\)*\*/, ".*") # * -> .* (kleene star)
|> String.replace(~r/([^\\]|[^\\](?:\\\\)+)\?/, "\\1.?") # ? -> .? (concatenation/alternation)
|> String.replace(~r/\A(?:\\\\)*\?/, ".?") # ? -> .? (concatenation/alternation)
Regex.compile!("\\A#{re}\\z", "im")
end
end