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