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-rw-r--r--searx/plugins/autodetect_search_language.py115
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diff --git a/searx/plugins/autodetect_search_language.py b/searx/plugins/autodetect_search_language.py
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+# SPDX-License-Identifier: AGPL-3.0-or-later
+# lint: pylint
+"""Plugin to detect the search language from the search query.
+
+The language detection is done by using the fastText_ library (`python
+fasttext`_). fastText_ distributes the `language identification model`_, for
+reference:
+
+- `FastText.zip: Compressing text classification models`_
+- `Bag of Tricks for Efficient Text Classification`_
+
+The `language identification model`_ support the language codes (ISO-639-3)::
+
+ af als am an ar arz as ast av az azb ba bar bcl be bg bh bn bo bpy br bs bxr
+ ca cbk ce ceb ckb co cs cv cy da de diq dsb dty dv el eml en eo es et eu fa
+ fi fr frr fy ga gd gl gn gom gu gv he hi hif hr hsb ht hu hy ia id ie ilo io
+ is it ja jbo jv ka kk km kn ko krc ku kv kw ky la lb lez li lmo lo lrc lt lv
+ mai mg mhr min mk ml mn mr mrj ms mt mwl my myv mzn nah nap nds ne new nl nn
+ no oc or os pa pam pfl pl pms pnb ps pt qu rm ro ru rue sa sah sc scn sco sd
+ sh si sk sl so sq sr su sv sw ta te tg th tk tl tr tt tyv ug uk ur uz vec vep
+ vi vls vo wa war wuu xal xmf yi yo yue zh
+
+The `language identification model`_ is harmonized with the SearXNG's language
+(locale) model. General conditions of SearXNG's locale model are:
+
+a. SearXNG's locale of a query is passed to the
+ :py:obj:`searx.locales.get_engine_locale` to get a language and/or region
+ code that is used by an engine.
+
+b. SearXNG and most of the engines do not support all the languages from
+ language model and there might be also a discrepancy in the ISO-639-3 and
+ ISO-639-2 handling (:py:obj:`searx.locales.get_engine_locale`). Further
+ more, in SearXNG the locales like ``zh-TH`` (``zh-CN``) are mapped to
+ ``zh_Hant`` (``zh_Hans``).
+
+Conclusion: This plugin does only auto-detect the languages a user can select in
+the language menu (:py:obj:`supported_langs`).
+
+SearXNG's locale of a query comes from (*highest wins*):
+
+1. The ``Accept-Language`` header from user's HTTP client.
+2. The user select a locale in the preferences.
+3. The user select a locale from the menu in the query form (e.g. ``:zh-TW``)
+4. This plugin is activated in the preferences and the locale (only the language
+ code / none region code) comes from the fastText's language detection.
+
+Conclusion: There is a conflict between the language selected by the user and
+the language from language detection of this plugin. For example, the user
+explicitly selects the German locale via the search syntax to search for a term
+that is identified as an English term (try ``:de-DE thermomix``, for example).
+
+.. hint::
+
+ To SearXNG maintainers; please take into account: under some circumstances
+ the auto-detection of the language of this plugin could be detrimental to
+ users expectations. Its not recommended to activate this plugin by
+ default. It should always be the user's decision whether to activate this
+ plugin or not.
+
+.. _fastText: https://fasttext.cc/
+.. _python fasttext: https://pypi.org/project/fasttext/
+.. _language identification model: https://fasttext.cc/docs/en/language-identification.html
+.. _Bag of Tricks for Efficient Text Classification: https://arxiv.org/abs/1607.01759
+.. _`FastText.zip: Compressing text classification models`: https://arxiv.org/abs/1612.03651
+
+"""
+
+from flask_babel import gettext
+import fasttext
+import babel
+
+from searx.data import data_dir
+from searx.languages import language_codes
+
+# Monkey patch: prevent fasttext from showing a (useless) warning when loading a
+# model.
+fasttext.FastText.eprint = lambda x: None
+
+name = gettext('Autodetect search language')
+description = gettext('Automatically detect the query search language and switch to it.')
+preference_section = 'general'
+default_on = False
+
+lang_model: fasttext.FastText._FastText = None
+"""fasttext model to predict laguage of a search term"""
+
+supported_langs = set()
+"""Languages supported by most searxng engines (:py:obj:`searx.languages.language_codes`)."""
+
+
+def get_model():
+ # lazy load, in order to to save memory
+ global lang_model # pylint: disable=global-statement
+ if lang_model is None:
+ lang_model = fasttext.load_model(str(data_dir / 'lid.176.ftz'))
+ return lang_model
+
+
+def pre_search(request, search): # pylint: disable=unused-argument
+ prediction = get_model().predict(search.search_query.query, k=1, threshold=0.3)
+ if prediction:
+ lang = prediction[0][0].split('__label__')[1]
+ if lang in supported_langs:
+ search.search_query.lang = lang
+ try:
+ search.search_query.locale = babel.Locale.parse(lang)
+ except babel.core.UnknownLocaleError:
+ pass
+ return True
+
+
+def init(app, settings): # pylint: disable=unused-argument
+ for searxng_locale in language_codes:
+ supported_langs.add(searxng_locale[0].split('-')[0])
+ return True