Source code for searx.utils

# SPDX-License-Identifier: AGPL-3.0-or-later
# lint: pylint
# pyright: basic
"""Utility functions for the engines

import re
import importlib
import importlib.util
import types

from typing import Optional, Union, Any, Set, List, Dict, MutableMapping, Tuple, Callable
from numbers import Number
from os.path import splitext, join
from random import choice
from html.parser import HTMLParser
from urllib.parse import urljoin, urlparse

from lxml import html
from lxml.etree import ElementBase, XPath, XPathError, XPathSyntaxError, _ElementStringResult, _ElementUnicodeResult
from babel.core import get_global

from searx import settings
from import USER_AGENTS, data_dir
from searx.version import VERSION_TAG
from searx.languages import language_codes
from searx.exceptions import SearxXPathSyntaxException, SearxEngineXPathException
from searx import logger

logger = logger.getChild('utils')

XPathSpecType = Union[str, XPath]

_BLOCKED_TAGS = ('script', 'style')

_ECMA_UNESCAPE4_RE = re.compile(r'%u([0-9a-fA-F]{4})', re.UNICODE)
_ECMA_UNESCAPE2_RE = re.compile(r'%([0-9a-fA-F]{2})', re.UNICODE)

_STORAGE_UNIT_VALUE: Dict[str, int] = {
    'TB': 1024 * 1024 * 1024 * 1024,
    'GB': 1024 * 1024 * 1024,
    'MB': 1024 * 1024,
    'TiB': 1000 * 1000 * 1000 * 1000,
    'MiB': 1000 * 1000,
    'KiB': 1000,

_XPATH_CACHE: Dict[str, XPath] = {}
_LANG_TO_LC_CACHE: Dict[str, Dict[str, str]] = {}

_FASTTEXT_MODEL: Optional["fasttext.FastText._FastText"] = None
"""fasttext model to predict laguage of a search term"""

class _NotSetClass:  # pylint: disable=too-few-public-methods
    """Internal class for this module, do not create instance of this class.
    Replace the None value, allow explicitly pass None as a function argument"""

_NOTSET = _NotSetClass()

[docs]def searx_useragent() -> str: """Return the searx User Agent""" return 'searx/{searx_version} {suffix}'.format( searx_version=VERSION_TAG, suffix=settings['outgoing']['useragent_suffix'] ).strip()
[docs]def gen_useragent(os_string: Optional[str] = None) -> str: """Return a random browser User Agent See searx/data/useragents.json """ return USER_AGENTS['ua'].format(os=os_string or choice(USER_AGENTS['os']), version=choice(USER_AGENTS['versions']))
class _HTMLTextExtractorException(Exception): """Internal exception raised when the HTML is invalid""" class _HTMLTextExtractor(HTMLParser): # pylint: disable=W0223 # (see """Internal class to extract text from HTML""" def __init__(self): HTMLParser.__init__(self) self.result = [] self.tags = [] def handle_starttag(self, tag, attrs): self.tags.append(tag) if tag == 'br': self.result.append(' ') def handle_endtag(self, tag): if not self.tags: return if tag != self.tags[-1]: raise _HTMLTextExtractorException() self.tags.pop() def is_valid_tag(self): return not self.tags or self.tags[-1] not in _BLOCKED_TAGS def handle_data(self, data): if not self.is_valid_tag(): return self.result.append(data) def handle_charref(self, name): if not self.is_valid_tag(): return if name[0] in ('x', 'X'): codepoint = int(name[1:], 16) else: codepoint = int(name) self.result.append(chr(codepoint)) def handle_entityref(self, name): if not self.is_valid_tag(): return # codepoint = htmlentitydefs.name2codepoint[name] # self.result.append(chr(codepoint)) self.result.append(name) def get_text(self): return ''.join(self.result).strip()
[docs]def html_to_text(html_str: str) -> str: """Extract text from a HTML string Args: * html_str (str): string HTML Returns: * str: extracted text Examples: >>> html_to_text('Example <span id="42">#2</span>') 'Example #2' >>> html_to_text('<style>.span { color: red; }</style><span>Example</span>') 'Example' """ html_str = html_str.replace('\n', ' ').replace('\r', ' ') html_str = ' '.join(html_str.split()) s = _HTMLTextExtractor() try: s.feed(html_str) except _HTMLTextExtractorException: logger.debug("HTMLTextExtractor: invalid HTML\n%s", html_str) return s.get_text()
[docs]def extract_text(xpath_results, allow_none: bool = False) -> Optional[str]: """Extract text from a lxml result * if xpath_results is list, extract the text from each result and concat the list * if xpath_results is a xml element, extract all the text node from it ( text_content() method from lxml ) * if xpath_results is a string element, then it's already done """ if isinstance(xpath_results, list): # it's list of result : concat everything using recursive call result = '' for e in xpath_results: result = result + (extract_text(e) or '') return result.strip() if isinstance(xpath_results, ElementBase): # it's a element text: str = html.tostring(xpath_results, encoding='unicode', method='text', with_tail=False) text = text.strip().replace('\n', ' ') return ' '.join(text.split()) if isinstance(xpath_results, (_ElementStringResult, _ElementUnicodeResult, str, Number, bool)): return str(xpath_results) if xpath_results is None and allow_none: return None if xpath_results is None and not allow_none: raise ValueError('extract_text(None, allow_none=False)') raise ValueError('unsupported type')
[docs]def normalize_url(url: str, base_url: str) -> str: """Normalize URL: add protocol, join URL with base_url, add trailing slash if there is no path Args: * url (str): Relative URL * base_url (str): Base URL, it must be an absolute URL. Example: >>> normalize_url('', '') '' >>> normalize_url('//', '') '' >>> normalize_url('//', '') '' >>> normalize_url('/path?a=1', '') '' >>> normalize_url('', '') '' >>> normalize_url('/test', '/path') raise ValueError Raises: * lxml.etree.ParserError Returns: * str: normalized URL """ if url.startswith('//'): # add http or https to this kind of url // parsed_search_url = urlparse(base_url) url = '{0}:{1}'.format(parsed_search_url.scheme or 'http', url) elif url.startswith('/'): # fix relative url to the search engine url = urljoin(base_url, url) # fix relative urls that fall through the crack if '://' not in url: url = urljoin(base_url, url) parsed_url = urlparse(url) # add a / at this end of the url if there is no path if not parsed_url.netloc: raise ValueError('Cannot parse url') if not parsed_url.path: url += '/' return url
[docs]def extract_url(xpath_results, base_url) -> str: """Extract and normalize URL from lxml Element Args: * xpath_results (Union[List[html.HtmlElement], html.HtmlElement]): lxml Element(s) * base_url (str): Base URL Example: >>> def f(s, search_url): >>> return searx.utils.extract_url(html.fromstring(s), search_url) >>> f('<span id="42"></span>', '') '' >>> f('', '') '' >>> f('//', '') '' >>> f('//', '') '' >>> f('/path?a=1', '') '' >>> f('', '') raise lxml.etree.ParserError >>> searx.utils.extract_url([], '') raise ValueError Raises: * ValueError * lxml.etree.ParserError Returns: * str: normalized URL """ if xpath_results == []: raise ValueError('Empty url resultset') url = extract_text(xpath_results) if url: return normalize_url(url, base_url) raise ValueError('URL not found')
[docs]def dict_subset(dictionary: MutableMapping, properties: Set[str]) -> Dict: """Extract a subset of a dict Examples: >>> dict_subset({'A': 'a', 'B': 'b', 'C': 'c'}, ['A', 'C']) {'A': 'a', 'C': 'c'} >>> >> dict_subset({'A': 'a', 'B': 'b', 'C': 'c'}, ['A', 'D']) {'A': 'a'} """ return {k: dictionary[k] for k in properties if k in dictionary}
[docs]def get_torrent_size(filesize: str, filesize_multiplier: str) -> Optional[int]: """ Args: * filesize (str): size * filesize_multiplier (str): TB, GB, .... TiB, GiB... Returns: * int: number of bytes Example: >>> get_torrent_size('5', 'GB') 5368709120 >>> get_torrent_size('3.14', 'MiB') 3140000 """ try: multiplier = _STORAGE_UNIT_VALUE.get(filesize_multiplier, 1) return int(float(filesize) * multiplier) except ValueError: return None
[docs]def convert_str_to_int(number_str: str) -> int: """Convert number_str to int or 0 if number_str is not a number.""" if number_str.isdigit(): return int(number_str) return 0
[docs]def int_or_zero(num: Union[List[str], str]) -> int: """Convert num to int or 0. num can be either a str or a list. If num is a list, the first element is converted to int (or return 0 if the list is empty). If num is a str, see convert_str_to_int """ if isinstance(num, list): if len(num) < 1: return 0 num = num[0] return convert_str_to_int(num)
[docs]def is_valid_lang(lang) -> Optional[Tuple[bool, str, str]]: """Return language code and name if lang describe a language. Examples: >>> is_valid_lang('zz') None >>> is_valid_lang('uk') (True, 'uk', 'ukrainian') >>> is_valid_lang(b'uk') (True, 'uk', 'ukrainian') >>> is_valid_lang('en') (True, 'en', 'english') >>> searx.utils.is_valid_lang('Español') (True, 'es', 'spanish') >>> searx.utils.is_valid_lang('Spanish') (True, 'es', 'spanish') """ if isinstance(lang, bytes): lang = lang.decode() is_abbr = len(lang) == 2 lang = lang.lower() if is_abbr: for l in language_codes: if l[0][:2] == lang: return (True, l[0][:2], l[3].lower()) return None for l in language_codes: if l[1].lower() == lang or l[3].lower() == lang: return (True, l[0][:2], l[3].lower()) return None
def _get_lang_to_lc_dict(lang_list: List[str]) -> Dict[str, str]: key = str(lang_list) value = _LANG_TO_LC_CACHE.get(key, None) if value is None: value = {} for lang in lang_list: value.setdefault(lang.split('-')[0], lang) _LANG_TO_LC_CACHE[key] = value return value # babel's get_global contains all sorts of miscellaneous locale and territory related data # see get_global in: def _get_from_babel(lang_code: str, key): match = get_global(key).get(lang_code.replace('-', '_')) # for some keys, such as territory_aliases, match may be a list if isinstance(match, str): return match.replace('_', '-') return match def _match_language(lang_code: str, lang_list=[], custom_aliases={}) -> Optional[str]: # pylint: disable=W0102 """auxiliary function to match lang_code in lang_list""" # replace language code with a custom alias if necessary if lang_code in custom_aliases: lang_code = custom_aliases[lang_code] if lang_code in lang_list: return lang_code # try to get the most likely country for this language subtags = _get_from_babel(lang_code, 'likely_subtags') if subtags: if subtags in lang_list: return subtags subtag_parts = subtags.split('-') new_code = subtag_parts[0] + '-' + subtag_parts[-1] if new_code in custom_aliases: new_code = custom_aliases[new_code] if new_code in lang_list: return new_code # try to get the any supported country for this language return _get_lang_to_lc_dict(lang_list).get(lang_code)
[docs]def match_language( # pylint: disable=W0102 locale_code, lang_list=[], custom_aliases={}, fallback: Optional[str] = 'en-US' ) -> Optional[str]: """get the language code from lang_list that best matches locale_code""" # try to get language from given locale_code language = _match_language(locale_code, lang_list, custom_aliases) if language: return language locale_parts = locale_code.split('-') lang_code = locale_parts[0] # if locale_code has script, try matching without it if len(locale_parts) > 2: language = _match_language(lang_code + '-' + locale_parts[-1], lang_list, custom_aliases) if language: return language # try to get language using an equivalent country code if len(locale_parts) > 1: country_alias = _get_from_babel(locale_parts[-1], 'territory_aliases') if country_alias: language = _match_language(lang_code + '-' + country_alias[0], lang_list, custom_aliases) if language: return language # try to get language using an equivalent language code alias = _get_from_babel(lang_code, 'language_aliases') if alias: language = _match_language(alias, lang_list, custom_aliases) if language: return language if lang_code != locale_code: # try to get language from given language without giving the country language = _match_language(lang_code, lang_list, custom_aliases) return language or fallback
def load_module(filename: str, module_dir: str) -> types.ModuleType: modname = splitext(filename)[0] modpath = join(module_dir, filename) # and spec = importlib.util.spec_from_file_location(modname, modpath) if not spec: raise ValueError(f"Error loading '{modpath}' module") module = importlib.util.module_from_spec(spec) if not spec.loader: raise ValueError(f"Error loading '{modpath}' module") spec.loader.exec_module(module) return module
[docs]def to_string(obj: Any) -> str: """Convert obj to its string representation.""" if isinstance(obj, str): return obj if hasattr(obj, '__str__'): return str(obj) return repr(obj)
[docs]def ecma_unescape(string: str) -> str: """Python implementation of the unescape javascript function Examples: >>> ecma_unescape('%u5409') '吉' >>> ecma_unescape('%20') ' ' >>> ecma_unescape('%F3') 'ó' """ # "%u5409" becomes "吉" string = _ECMA_UNESCAPE4_RE.sub(lambda e: chr(int(, 16)), string) # "%20" becomes " ", "%F3" becomes "ó" string = _ECMA_UNESCAPE2_RE.sub(lambda e: chr(int(, 16)), string) return string
def get_string_replaces_function(replaces: Dict[str, str]) -> Callable[[str], str]: rep = {re.escape(k): v for k, v in replaces.items()} pattern = re.compile("|".join(rep.keys())) def func(text): return pattern.sub(lambda m: rep[re.escape(], text) return func
[docs]def get_engine_from_settings(name: str) -> Dict: """Return engine configuration from settings.yml of a given engine name""" if 'engines' not in settings: return {} for engine in settings['engines']: if 'name' not in engine: continue if name == engine['name']: return engine return {}
[docs]def get_xpath(xpath_spec: XPathSpecType) -> XPath: """Return cached compiled XPath There is no thread lock. Worst case scenario, xpath_str is compiled more than one time. Args: * xpath_spec (str|lxml.etree.XPath): XPath as a str or lxml.etree.XPath Returns: * result (bool, float, list, str): Results. Raises: * TypeError: Raise when xpath_spec is neither a str nor a lxml.etree.XPath * SearxXPathSyntaxException: Raise when there is a syntax error in the XPath """ if isinstance(xpath_spec, str): result = _XPATH_CACHE.get(xpath_spec, None) if result is None: try: result = XPath(xpath_spec) except XPathSyntaxError as e: raise SearxXPathSyntaxException(xpath_spec, str(e.msg)) from e _XPATH_CACHE[xpath_spec] = result return result if isinstance(xpath_spec, XPath): return xpath_spec raise TypeError('xpath_spec must be either a str or a lxml.etree.XPath')
[docs]def eval_xpath(element: ElementBase, xpath_spec: XPathSpecType): """Equivalent of element.xpath(xpath_str) but compile xpath_str once for all. See Args: * element (ElementBase): [description] * xpath_spec (str|lxml.etree.XPath): XPath as a str or lxml.etree.XPath Returns: * result (bool, float, list, str): Results. Raises: * TypeError: Raise when xpath_spec is neither a str nor a lxml.etree.XPath * SearxXPathSyntaxException: Raise when there is a syntax error in the XPath * SearxEngineXPathException: Raise when the XPath can't be evaluated. """ xpath = get_xpath(xpath_spec) try: return xpath(element) except XPathError as e: arg = ' '.join([str(i) for i in e.args]) raise SearxEngineXPathException(xpath_spec, arg) from e
[docs]def eval_xpath_list(element: ElementBase, xpath_spec: XPathSpecType, min_len: Optional[int] = None): """Same as eval_xpath, check if the result is a list Args: * element (ElementBase): [description] * xpath_spec (str|lxml.etree.XPath): XPath as a str or lxml.etree.XPath * min_len (int, optional): [description]. Defaults to None. Raises: * TypeError: Raise when xpath_spec is neither a str nor a lxml.etree.XPath * SearxXPathSyntaxException: Raise when there is a syntax error in the XPath * SearxEngineXPathException: raise if the result is not a list Returns: * result (bool, float, list, str): Results. """ result = eval_xpath(element, xpath_spec) if not isinstance(result, list): raise SearxEngineXPathException(xpath_spec, 'the result is not a list') if min_len is not None and min_len > len(result): raise SearxEngineXPathException(xpath_spec, 'len(xpath_str) < ' + str(min_len)) return result
[docs]def eval_xpath_getindex(elements: ElementBase, xpath_spec: XPathSpecType, index: int, default=_NOTSET): """Call eval_xpath_list then get one element using the index parameter. If the index does not exist, either aise an exception is default is not set, other return the default value (can be None). Args: * elements (ElementBase): lxml element to apply the xpath. * xpath_spec (str|lxml.etree.XPath): XPath as a str or lxml.etree.XPath. * index (int): index to get * default (Object, optional): Defaults if index doesn't exist. Raises: * TypeError: Raise when xpath_spec is neither a str nor a lxml.etree.XPath * SearxXPathSyntaxException: Raise when there is a syntax error in the XPath * SearxEngineXPathException: if the index is not found. Also see eval_xpath. Returns: * result (bool, float, list, str): Results. """ result = eval_xpath_list(elements, xpath_spec) if -len(result) <= index < len(result): return result[index] if default == _NOTSET: # raise an SearxEngineXPathException instead of IndexError # to record xpath_spec raise SearxEngineXPathException(xpath_spec, 'index ' + str(index) + ' not found') return default
def _get_fasttext_model() -> "fasttext.FastText._FastText": global _FASTTEXT_MODEL # pylint: disable=global-statement if _FASTTEXT_MODEL is None: import fasttext # pylint: disable=import-outside-toplevel # Monkey patch: prevent fasttext from showing a (useless) warning when loading a model. fasttext.FastText.eprint = lambda x: None _FASTTEXT_MODEL = fasttext.load_model(str(data_dir / 'lid.176.ftz')) return _FASTTEXT_MODEL
[docs]def detect_language(text: str, threshold: float = 0.3, min_probability: float = 0.5) -> Optional[str]: """""" if not isinstance(text, str): raise ValueError('text must a str') r = _get_fasttext_model().predict(text.replace('\n', ' '), k=1, threshold=threshold) if isinstance(r, tuple) and len(r) == 2 and len(r[0]) > 0 and len(r[1]) > 0 and r[1][0] > min_probability: return r[0][0].split('__label__')[1] return None