defmodule Lingua do @moduledoc """ Lingua wraps [Peter M. Stahl](https://github.com/pemistahl)'s [lingua-rs](https://github.com/pemistahl/lingua-rs) language detection library. This wrapper follows the lingua-rs API closely, so consult the [documentation](https://docs.rs/lingua/1.0.3/lingua/index.html) for more information. """ @typedoc "A supported language atom (e.g., `:english`, `:spanish`, `:hebrew`)" @type language :: atom() @typedoc "ISO 639-1 two-letter language code (e.g., `:en`, `:es`, `:he`)" @type iso_639_1 :: atom() @typedoc "ISO 639-3 three-letter language code (e.g., `:eng`, `:spa`, `:heb`)" @type iso_639_3 :: atom() @typedoc "Language identifier - can be a language name, ISO 639-1, or ISO 639-3 code" @type language_identifier :: language() | iso_639_1() | iso_639_3() @typedoc "Builder option for configuring language detection" @type builder_option :: :all_languages | :all_spoken_languages | :all_languages_with_arabic_script | :all_languages_with_cyrillic_script | :all_languages_with_devanagari_script | :all_languages_with_latin_script | :with_languages | :without_languages @typedoc "Detection options" @type detect_option :: {:builder_option, builder_option()} | {:languages, [language_identifier()]} | {:minimum_relative_distance, float()} | {:compute_language_confidence_values, boolean()} | {:preload_language_models, boolean()} | {:low_accuracy_mode, boolean()} @typedoc "Confidence value tuple with language and confidence score" @type confidence_value :: {language(), float()} @typedoc "Detection result" @type detect_result :: {:ok, language() | :no_match | [confidence_value()]} | {:error, :insufficient_languages | :out_of_range_minimum_relative_distance} @default_builder_option :all_languages @default_languages [] @default_minimum_relative_distance 0.0 @default_compute_language_confidence_values false @default_preload_language_models false @default_low_accuracy_mode false @doc """ Initialize the detector. Calling this is optional but it may come in handy in cases where you want lingua-rs to load the language corpora so that subsequent calls to `detect` are fast. The first time the detector is run it can take some time to load (~12 seconds on my Macbook Pro). See also the `preload_language_models` option below. ## Example iex> Lingua.init() :ok """ @spec init() :: :ok defdelegate init(), to: Lingua.Nif @doc """ Detect the language of the given input text. By default, all supported languages will be considered and the minimum relative distance is `0.0`. Returns the detected language, or a list of languages and their confidence values, or `:no_match` if the given text doesn't match a language. ## Options * `builder_option:` - can be one of the following (defaults to `:all_languages`): * `:all_languages` - consider every supported language * `:all_spoken_languages` - consider only currently spoken languages * `:all_languages_with_arabic_script` - consider only languages written in Arabic script * `:all_languages_with_cyrillic_script` - consider only languages written in Cyrillic script * `:all_languages_with_devanagari_script` - consider only languages written in Devanagari script * `:all_languages_with_latin_script` - consider only languages written in Latin script * `:with_languages` - consider only the languages supplied in the `languages` option * `:without_languages` - consider all languages except those supplied in the `languages` option * `languages:` - specify two or more languages to consider or exclude depending on `builder_option:` (defaults to `[]`). Accepts any combination of language names, ISO 639-1 codes (2-letter), or ISO 639-3 codes (3-letter). For example: `[:english, :ru, :heb]` mixes the language name with ISO 639-1 and ISO 639-3 codes. * `minimum_relative_distance:` - specify the minimum relative distance (0.0 - 0.99) required for a language to be considered a match for the input. See the lingua-rs [documentation](https://docs.rs/lingua/1.0.3/lingua/struct.LanguageDetectorBuilder.html#method.with_minimum_relative_distance) for details. (defaults to `0.0`) * `compute_language_confidence_values:` - returns the full list of language matches for the input and their confidence values. (defaults to `false`) * `preload_language_models:` - preload all language models instead of just those required for the match. (defaults to `false`) * `low_accuracy_mode:` - use low accuracy mode for faster detection at the cost of accuracy. (defaults to `false`) ## Return Values * `{:ok, language}` - the detected language (e.g., `{:ok, :english}`) * `{:ok, :no_match}` - no language matched the input * `{:ok, [confidence_values]}` - list of `{language, confidence}` tuples when `compute_language_confidence_values: true` * `{:error, :insufficient_languages}` - fewer than 2 languages provided with `:with_languages` or `:without_languages` * `{:error, :out_of_range_minimum_relative_distance}` - `minimum_relative_distance` not in range 0.0..0.99 ## Examples iex> Lingua.detect("this is definitely English") {:ok, :english} iex> Lingua.detect("וזה בעברית") {:ok, :hebrew} iex> Lingua.detect("państwowych", builder_option: :with_languages, languages: [:english, :russian, :polish]) {:ok, :polish} iex> Lingua.detect("ѕидови", builder_option: :all_languages_with_cyrillic_script) {:ok, :macedonian} iex> Lingua.detect("כלב", builder_option: :with_languages, languages: [:english, :russian, :polish]) {:ok, :no_match} iex> Lingua.detect("what in the world is this", builder_option: :with_languages, languages: [:english, :russian, :hebrew], compute_language_confidence_values: true) {:ok, [{:english, 1.0}, {:hebrew, 0.0}, {:russian, 0.0}]} Using ISO codes in the languages list: iex> Lingua.detect("hello world", builder_option: :with_languages, languages: [:en, :de]) {:ok, :english} iex> Lingua.detect("hello world", builder_option: :with_languages, languages: [:eng, :deu]) {:ok, :english} """ @spec detect(String.t(), [detect_option()]) :: detect_result() def detect(text, options \\ []) do builder_option = Keyword.get(options, :builder_option, @default_builder_option) languages = Keyword.get(options, :languages, @default_languages) minimum_relative_distance = Keyword.get(options, :minimum_relative_distance, @default_minimum_relative_distance) preload_language_models = Keyword.get(options, :preload_language_models, @default_preload_language_models) compute_language_confidence_values = Keyword.get( options, :compute_language_confidence_values, @default_compute_language_confidence_values ) low_accuracy_mode = Keyword.get(options, :low_accuracy_mode, @default_low_accuracy_mode) Lingua.Nif.run_detection( text, builder_option, languages, compute_language_confidence_values, minimum_relative_distance, preload_language_models, low_accuracy_mode ) end @doc """ Like `detect/2`, but returns the result value or raises an error. ## Examples iex> Lingua.detect!("this is definitely English") :english iex> Lingua.detect!("hello", builder_option: :with_languages, languages: [:english, :german]) :english """ @spec detect!(String.t(), [detect_option()]) :: language() | :no_match | [confidence_value()] def detect!(text, options \\ []) do case detect(text, options) do {:ok, value} -> value {:error, error} -> raise ArgumentError, "detection failed: #{error}" end end @doc """ Get the list of supported languages. ## Example iex> Lingua.all_languages() [:afrikaans, :albanian, :arabic, :armenian, :azerbaijani, :basque, :belarusian, :bengali, :bokmal, :bosnian, :bulgarian, :catalan, :chinese, :croatian, :czech, :danish, :dutch, :english, :esperanto, :estonian, :finnish, :french, :ganda, :georgian, :german, :greek, :gujarati, :hebrew, :hindi, :hungarian, :icelandic, :indonesian, :irish, :italian, :japanese, :kazakh, :korean, :latin, :latvian, :lithuanian, :macedonian, :malay, :maori, :marathi, :mongolian, :nynorsk, :persian, :polish, :portuguese, :punjabi, :romanian, :russian, :serbian, :shona, :slovak, :slovene, :somali, :sotho, :spanish, :swahili, :swedish, :tagalog, :tamil, :telugu, :thai, :tsonga, :tswana, :turkish, :ukrainian, :urdu, :vietnamese, :welsh, :xhosa, :yoruba, :zulu] """ @spec all_languages() :: [language()] defdelegate all_languages(), to: Lingua.Nif @doc """ Get the list of supported spoken languages. ## Example iex> Lingua.all_spoken_languages() [:afrikaans, :albanian, :arabic, :armenian, :azerbaijani, :basque, :belarusian, :bengali, :bokmal, :bosnian, :bulgarian, :catalan, :chinese, :croatian, :czech, :danish, :dutch, :english, :esperanto, :estonian, :finnish, :french, :ganda, :georgian, :german, :greek, :gujarati, :hebrew, :hindi, :hungarian, :icelandic, :indonesian, :irish, :italian, :japanese, :kazakh, :korean, :latvian, :lithuanian, :macedonian, :malay, :maori, :marathi, :mongolian, :nynorsk, :persian, :polish, :portuguese, :punjabi, :romanian, :russian, :serbian, :shona, :slovak, :slovene, :somali, :sotho, :spanish, :swahili, :swedish, :tagalog, :tamil, :telugu, :thai, :tsonga, :tswana, :turkish, :ukrainian, :urdu, :vietnamese, :welsh, :xhosa, :yoruba, :zulu] """ @spec all_spoken_languages() :: [language()] defdelegate all_spoken_languages(), to: Lingua.Nif @doc """ Get the list of supported languages using Arabic script. ## Example iex> Lingua.all_languages_with_arabic_script() [:arabic, :persian, :urdu] """ @spec all_languages_with_arabic_script() :: [language()] defdelegate all_languages_with_arabic_script(), to: Lingua.Nif @doc """ Get the list of supported languages using Cyrillic script. ## Example iex> Lingua.all_languages_with_cyrillic_script() [:belarusian, :bulgarian, :kazakh, :macedonian, :mongolian, :russian, :serbian, :ukrainian] """ @spec all_languages_with_cyrillic_script() :: [language()] defdelegate all_languages_with_cyrillic_script(), to: Lingua.Nif @doc """ Get the list of supported languages using Devanagari script. ## Example iex> Lingua.all_languages_with_devanagari_script() [:hindi, :marathi] """ @spec all_languages_with_devanagari_script() :: [language()] defdelegate all_languages_with_devanagari_script(), to: Lingua.Nif @doc """ Get the list of supported languages using Latin script. ## Example iex> Lingua.all_languages_with_latin_script() [:afrikaans, :albanian, :azerbaijani, :basque, :bokmal, :bosnian, :catalan, :croatian, :czech, :danish, :dutch, :english, :esperanto, :estonian, :finnish, :french, :ganda, :german, :hungarian, :icelandic, :indonesian, :irish, :italian, :latin, :latvian, :lithuanian, :malay, :maori, :nynorsk, :polish, :portuguese, :romanian, :shona, :slovak, :slovene, :somali, :sotho, :spanish, :swahili, :swedish, :tagalog, :tsonga, :tswana, :turkish, :vietnamese, :welsh, :xhosa, :yoruba, :zulu] """ @spec all_languages_with_latin_script() :: [language()] defdelegate all_languages_with_latin_script(), to: Lingua.Nif @doc """ Get the language for the given ISO 639-1 language code. ## Example iex> Lingua.language_for_iso_code_639_1(:en) {:ok, :english} iex> Lingua.language_for_iso_code_639_1(:er) {:error, :unrecognized_iso_code} """ @spec language_for_iso_code_639_1(iso_639_1()) :: {:ok, language()} | {:error, :unrecognized_iso_code} defdelegate language_for_iso_code_639_1(code), to: Lingua.Nif @doc """ Get the language for the given ISO 639-3 language code. ## Example iex> Lingua.language_for_iso_code_639_3(:eng) {:ok, :english} iex> Lingua.language_for_iso_code_639_3(:enr) {:error, :unrecognized_iso_code} """ @spec language_for_iso_code_639_3(iso_639_3()) :: {:ok, language()} | {:error, :unrecognized_iso_code} defdelegate language_for_iso_code_639_3(code), to: Lingua.Nif @doc """ Get the language for the given ISO 639-1 or 639-3 language code. ## Example iex> Lingua.language_for_iso_code(:en) {:ok, :english} iex> Lingua.language_for_iso_code(:eng) {:ok, :english} iex> Lingua.language_for_iso_code(:mop) {:error, :unrecognized_iso_code} """ @spec language_for_iso_code(iso_639_1() | iso_639_3()) :: {:ok, language()} | {:error, :unrecognized_iso_code} defdelegate language_for_iso_code(code), to: Lingua.Nif @doc """ Get the ISO 639-1 language code for the given language. ## Example iex> Lingua.iso_code_639_1_for_language(:english) {:ok, :en} iex> Lingua.iso_code_639_1_for_language(:nope) {:error, :unrecognized_language} """ @spec iso_code_639_1_for_language(language()) :: {:ok, iso_639_1()} | {:error, :unrecognized_language} defdelegate iso_code_639_1_for_language(language), to: Lingua.Nif @doc """ Get the ISO 639-3 language code for the given language. ## Example iex> Lingua.iso_code_639_3_for_language(:english) {:ok, :eng} iex> Lingua.iso_code_639_3_for_language(:nope) {:error, :unrecognized_language} """ @spec iso_code_639_3_for_language(language()) :: {:ok, iso_639_3()} | {:error, :unrecognized_language} defdelegate iso_code_639_3_for_language(language), to: Lingua.Nif end