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<h1>Source code for searx.engines.google_scholar</h1><div class="highlight"><pre>
<span></span><span class="c1"># SPDX-License-Identifier: AGPL-3.0-or-later</span>
<span class="sd">"""This is the implementation of the Google Scholar engine.</span>
<span class="sd">Compared to other Google services the Scholar engine has a simple GET REST-API</span>
<span class="sd">and there does not exists `async` API. Even though the API slightly vintage we</span>
<span class="sd">can make use of the :ref:`google API` to assemble the arguments of the GET</span>
<span class="sd">request.</span>
<span class="sd">"""</span>
<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">TYPE_CHECKING</span>
<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Optional</span>
<span class="kn">from</span> <span class="nn">urllib.parse</span> <span class="kn">import</span> <span class="n">urlencode</span>
<span class="kn">from</span> <span class="nn">datetime</span> <span class="kn">import</span> <span class="n">datetime</span>
<span class="kn">from</span> <span class="nn">lxml</span> <span class="kn">import</span> <span class="n">html</span>
<span class="kn">from</span> <span class="nn">searx.utils</span> <span class="kn">import</span> <span class="p">(</span>
<span class="n">eval_xpath</span><span class="p">,</span>
<span class="n">eval_xpath_getindex</span><span class="p">,</span>
<span class="n">eval_xpath_list</span><span class="p">,</span>
<span class="n">extract_text</span><span class="p">,</span>
<span class="p">)</span>
<span class="kn">from</span> <span class="nn">searx.exceptions</span> <span class="kn">import</span> <span class="n">SearxEngineCaptchaException</span>
<span class="kn">from</span> <span class="nn">searx.engines.google</span> <span class="kn">import</span> <span class="n">fetch_traits</span> <span class="c1"># pylint: disable=unused-import</span>
<span class="kn">from</span> <span class="nn">searx.engines.google</span> <span class="kn">import</span> <span class="p">(</span>
<span class="n">get_google_info</span><span class="p">,</span>
<span class="n">time_range_dict</span><span class="p">,</span>
<span class="p">)</span>
<span class="kn">from</span> <span class="nn">searx.enginelib.traits</span> <span class="kn">import</span> <span class="n">EngineTraits</span>
<span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
<span class="kn">import</span> <span class="nn">logging</span>
<span class="n">logger</span><span class="p">:</span> <span class="n">logging</span><span class="o">.</span><span class="n">Logger</span>
<span class="n">traits</span><span class="p">:</span> <span class="n">EngineTraits</span>
<span class="c1"># about</span>
<span class="n">about</span> <span class="o">=</span> <span class="p">{</span>
<span class="s2">"website"</span><span class="p">:</span> <span class="s1">'https://scholar.google.com'</span><span class="p">,</span>
<span class="s2">"wikidata_id"</span><span class="p">:</span> <span class="s1">'Q494817'</span><span class="p">,</span>
<span class="s2">"official_api_documentation"</span><span class="p">:</span> <span class="s1">'https://developers.google.com/custom-search'</span><span class="p">,</span>
<span class="s2">"use_official_api"</span><span class="p">:</span> <span class="kc">False</span><span class="p">,</span>
<span class="s2">"require_api_key"</span><span class="p">:</span> <span class="kc">False</span><span class="p">,</span>
<span class="s2">"results"</span><span class="p">:</span> <span class="s1">'HTML'</span><span class="p">,</span>
<span class="p">}</span>
<span class="c1"># engine dependent config</span>
<span class="n">categories</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'science'</span><span class="p">,</span> <span class="s1">'scientific publications'</span><span class="p">]</span>
<span class="n">paging</span> <span class="o">=</span> <span class="kc">True</span>
<span class="n">max_page</span> <span class="o">=</span> <span class="mi">50</span>
<span class="n">language_support</span> <span class="o">=</span> <span class="kc">True</span>
<span class="n">time_range_support</span> <span class="o">=</span> <span class="kc">True</span>
<span class="n">safesearch</span> <span class="o">=</span> <span class="kc">False</span>
<span class="n">send_accept_language_header</span> <span class="o">=</span> <span class="kc">True</span>
<div class="viewcode-block" id="time_range_args">
<a class="viewcode-back" href="../../../dev/engines/online/google.html#searx.engines.google_scholar.time_range_args">[docs]</a>
<span class="k">def</span> <span class="nf">time_range_args</span><span class="p">(</span><span class="n">params</span><span class="p">):</span>
<span class="w"> </span><span class="sd">"""Returns a dictionary with a time range arguments based on</span>
<span class="sd"> ``params['time_range']``.</span>
<span class="sd"> Google Scholar supports a detailed search by year. Searching by *last</span>
<span class="sd"> month* or *last week* (as offered by SearXNG) is uncommon for scientific</span>
<span class="sd"> publications and is not supported by Google Scholar.</span>
<span class="sd"> To limit the result list when the users selects a range, all the SearXNG</span>
<span class="sd"> ranges (*day*, *week*, *month*, *year*) are mapped to *year*. If no range</span>
<span class="sd"> is set an empty dictionary of arguments is returned. Example; when</span>
<span class="sd"> user selects a time range (current year minus one in 2022):</span>
<span class="sd"> .. code:: python</span>
<span class="sd"> { 'as_ylo' : 2021 }</span>
<span class="sd"> """</span>
<span class="n">ret_val</span> <span class="o">=</span> <span class="p">{}</span>
<span class="k">if</span> <span class="n">params</span><span class="p">[</span><span class="s1">'time_range'</span><span class="p">]</span> <span class="ow">in</span> <span class="n">time_range_dict</span><span class="p">:</span>
<span class="n">ret_val</span><span class="p">[</span><span class="s1">'as_ylo'</span><span class="p">]</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">()</span><span class="o">.</span><span class="n">year</span> <span class="o">-</span> <span class="mi">1</span>
<span class="k">return</span> <span class="n">ret_val</span></div>
<div class="viewcode-block" id="detect_google_captcha">
<a class="viewcode-back" href="../../../dev/engines/online/google.html#searx.engines.google_scholar.detect_google_captcha">[docs]</a>
<span class="k">def</span> <span class="nf">detect_google_captcha</span><span class="p">(</span><span class="n">dom</span><span class="p">):</span>
<span class="w"> </span><span class="sd">"""In case of CAPTCHA Google Scholar open its own *not a Robot* dialog and is</span>
<span class="sd"> not redirected to ``sorry.google.com``.</span>
<span class="sd"> """</span>
<span class="k">if</span> <span class="n">eval_xpath</span><span class="p">(</span><span class="n">dom</span><span class="p">,</span> <span class="s2">"//form[@id='gs_captcha_f']"</span><span class="p">):</span>
<span class="k">raise</span> <span class="n">SearxEngineCaptchaException</span><span class="p">()</span></div>
<div class="viewcode-block" id="request">
<a class="viewcode-back" href="../../../dev/engines/online/google.html#searx.engines.google_scholar.request">[docs]</a>
<span class="k">def</span> <span class="nf">request</span><span class="p">(</span><span class="n">query</span><span class="p">,</span> <span class="n">params</span><span class="p">):</span>
<span class="w"> </span><span class="sd">"""Google-Scholar search request"""</span>
<span class="n">google_info</span> <span class="o">=</span> <span class="n">get_google_info</span><span class="p">(</span><span class="n">params</span><span class="p">,</span> <span class="n">traits</span><span class="p">)</span>
<span class="c1"># subdomain is: scholar.google.xy</span>
<span class="n">google_info</span><span class="p">[</span><span class="s1">'subdomain'</span><span class="p">]</span> <span class="o">=</span> <span class="n">google_info</span><span class="p">[</span><span class="s1">'subdomain'</span><span class="p">]</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">"www."</span><span class="p">,</span> <span class="s2">"scholar."</span><span class="p">)</span>
<span class="n">args</span> <span class="o">=</span> <span class="p">{</span>
<span class="s1">'q'</span><span class="p">:</span> <span class="n">query</span><span class="p">,</span>
<span class="o">**</span><span class="n">google_info</span><span class="p">[</span><span class="s1">'params'</span><span class="p">],</span>
<span class="s1">'start'</span><span class="p">:</span> <span class="p">(</span><span class="n">params</span><span class="p">[</span><span class="s1">'pageno'</span><span class="p">]</span> <span class="o">-</span> <span class="mi">1</span><span class="p">)</span> <span class="o">*</span> <span class="mi">10</span><span class="p">,</span>
<span class="s1">'as_sdt'</span><span class="p">:</span> <span class="s1">'2007'</span><span class="p">,</span> <span class="c1"># include patents / to disable set '0,5'</span>
<span class="s1">'as_vis'</span><span class="p">:</span> <span class="s1">'0'</span><span class="p">,</span> <span class="c1"># include citations / to disable set '1'</span>
<span class="p">}</span>
<span class="n">args</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">time_range_args</span><span class="p">(</span><span class="n">params</span><span class="p">))</span>
<span class="n">params</span><span class="p">[</span><span class="s1">'url'</span><span class="p">]</span> <span class="o">=</span> <span class="s1">'https://'</span> <span class="o">+</span> <span class="n">google_info</span><span class="p">[</span><span class="s1">'subdomain'</span><span class="p">]</span> <span class="o">+</span> <span class="s1">'/scholar?'</span> <span class="o">+</span> <span class="n">urlencode</span><span class="p">(</span><span class="n">args</span><span class="p">)</span>
<span class="n">params</span><span class="p">[</span><span class="s1">'cookies'</span><span class="p">]</span> <span class="o">=</span> <span class="n">google_info</span><span class="p">[</span><span class="s1">'cookies'</span><span class="p">]</span>
<span class="n">params</span><span class="p">[</span><span class="s1">'headers'</span><span class="p">]</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">google_info</span><span class="p">[</span><span class="s1">'headers'</span><span class="p">])</span>
<span class="k">return</span> <span class="n">params</span></div>
<div class="viewcode-block" id="parse_gs_a">
<a class="viewcode-back" href="../../../dev/engines/online/google.html#searx.engines.google_scholar.parse_gs_a">[docs]</a>
<span class="k">def</span> <span class="nf">parse_gs_a</span><span class="p">(</span><span class="n">text</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]):</span>
<span class="w"> </span><span class="sd">"""Parse the text written in green.</span>
<span class="sd"> Possible formats:</span>
<span class="sd"> * "{authors} - {journal}, {year} - {publisher}"</span>
<span class="sd"> * "{authors} - {year} - {publisher}"</span>
<span class="sd"> * "{authors} - {publisher}"</span>
<span class="sd"> """</span>
<span class="k">if</span> <span class="n">text</span> <span class="ow">is</span> <span class="kc">None</span> <span class="ow">or</span> <span class="n">text</span> <span class="o">==</span> <span class="s2">""</span><span class="p">:</span>
<span class="k">return</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span>
<span class="n">s_text</span> <span class="o">=</span> <span class="n">text</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">' - '</span><span class="p">)</span>
<span class="n">authors</span> <span class="o">=</span> <span class="n">s_text</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">', '</span><span class="p">)</span>
<span class="n">publisher</span> <span class="o">=</span> <span class="n">s_text</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>
<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">s_text</span><span class="p">)</span> <span class="o">!=</span> <span class="mi">3</span><span class="p">:</span>
<span class="k">return</span> <span class="n">authors</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="n">publisher</span><span class="p">,</span> <span class="kc">None</span>
<span class="c1"># the format is "{authors} - {journal}, {year} - {publisher}" or "{authors} - {year} - {publisher}"</span>
<span class="c1"># get journal and year</span>
<span class="n">journal_year</span> <span class="o">=</span> <span class="n">s_text</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">', '</span><span class="p">)</span>
<span class="c1"># journal is optional and may contains some coma</span>
<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">journal_year</span><span class="p">)</span> <span class="o">></span> <span class="mi">1</span><span class="p">:</span>
<span class="n">journal</span> <span class="o">=</span> <span class="s1">', '</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">journal_year</span><span class="p">[</span><span class="mi">0</span><span class="p">:</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span>
<span class="k">if</span> <span class="n">journal</span> <span class="o">==</span> <span class="s1">'…'</span><span class="p">:</span>
<span class="n">journal</span> <span class="o">=</span> <span class="kc">None</span>
<span class="k">else</span><span class="p">:</span>
<span class="n">journal</span> <span class="o">=</span> <span class="kc">None</span>
<span class="c1"># year</span>
<span class="n">year</span> <span class="o">=</span> <span class="n">journal_year</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>
<span class="k">try</span><span class="p">:</span>
<span class="n">publishedDate</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">strptime</span><span class="p">(</span><span class="n">year</span><span class="o">.</span><span class="n">strip</span><span class="p">(),</span> <span class="s1">'%Y'</span><span class="p">)</span>
<span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
<span class="n">publishedDate</span> <span class="o">=</span> <span class="kc">None</span>
<span class="k">return</span> <span class="n">authors</span><span class="p">,</span> <span class="n">journal</span><span class="p">,</span> <span class="n">publisher</span><span class="p">,</span> <span class="n">publishedDate</span></div>
<div class="viewcode-block" id="response">
<a class="viewcode-back" href="../../../dev/engines/online/google.html#searx.engines.google_scholar.response">[docs]</a>
<span class="k">def</span> <span class="nf">response</span><span class="p">(</span><span class="n">resp</span><span class="p">):</span> <span class="c1"># pylint: disable=too-many-locals</span>
<span class="w"> </span><span class="sd">"""Parse response from Google Scholar"""</span>
<span class="n">results</span> <span class="o">=</span> <span class="p">[]</span>
<span class="c1"># convert the text to dom</span>
<span class="n">dom</span> <span class="o">=</span> <span class="n">html</span><span class="o">.</span><span class="n">fromstring</span><span class="p">(</span><span class="n">resp</span><span class="o">.</span><span class="n">text</span><span class="p">)</span>
<span class="n">detect_google_captcha</span><span class="p">(</span><span class="n">dom</span><span class="p">)</span>
<span class="c1"># parse results</span>
<span class="k">for</span> <span class="n">result</span> <span class="ow">in</span> <span class="n">eval_xpath_list</span><span class="p">(</span><span class="n">dom</span><span class="p">,</span> <span class="s1">'//div[@data-rp]'</span><span class="p">):</span>
<span class="n">title</span> <span class="o">=</span> <span class="n">extract_text</span><span class="p">(</span><span class="n">eval_xpath</span><span class="p">(</span><span class="n">result</span><span class="p">,</span> <span class="s1">'.//h3[1]//a'</span><span class="p">))</span>
<span class="k">if</span> <span class="ow">not</span> <span class="n">title</span><span class="p">:</span>
<span class="c1"># this is a [ZITATION] block</span>
<span class="k">continue</span>
<span class="n">pub_type</span> <span class="o">=</span> <span class="n">extract_text</span><span class="p">(</span><span class="n">eval_xpath</span><span class="p">(</span><span class="n">result</span><span class="p">,</span> <span class="s1">'.//span[@class="gs_ctg2"]'</span><span class="p">))</span>
<span class="k">if</span> <span class="n">pub_type</span><span class="p">:</span>
<span class="n">pub_type</span> <span class="o">=</span> <span class="n">pub_type</span><span class="p">[</span><span class="mi">1</span><span class="p">:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span>
<span class="n">url</span> <span class="o">=</span> <span class="n">eval_xpath_getindex</span><span class="p">(</span><span class="n">result</span><span class="p">,</span> <span class="s1">'.//h3[1]//a/@href'</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span>
<span class="n">content</span> <span class="o">=</span> <span class="n">extract_text</span><span class="p">(</span><span class="n">eval_xpath</span><span class="p">(</span><span class="n">result</span><span class="p">,</span> <span class="s1">'.//div[@class="gs_rs"]'</span><span class="p">))</span>
<span class="n">authors</span><span class="p">,</span> <span class="n">journal</span><span class="p">,</span> <span class="n">publisher</span><span class="p">,</span> <span class="n">publishedDate</span> <span class="o">=</span> <span class="n">parse_gs_a</span><span class="p">(</span>
<span class="n">extract_text</span><span class="p">(</span><span class="n">eval_xpath</span><span class="p">(</span><span class="n">result</span><span class="p">,</span> <span class="s1">'.//div[@class="gs_a"]'</span><span class="p">))</span>
<span class="p">)</span>
<span class="k">if</span> <span class="n">publisher</span> <span class="ow">in</span> <span class="n">url</span><span class="p">:</span>
<span class="n">publisher</span> <span class="o">=</span> <span class="kc">None</span>
<span class="c1"># cited by</span>
<span class="n">comments</span> <span class="o">=</span> <span class="n">extract_text</span><span class="p">(</span><span class="n">eval_xpath</span><span class="p">(</span><span class="n">result</span><span class="p">,</span> <span class="s1">'.//div[@class="gs_fl"]/a[starts-with(@href,"/scholar?cites=")]'</span><span class="p">))</span>
<span class="c1"># link to the html or pdf document</span>
<span class="n">html_url</span> <span class="o">=</span> <span class="kc">None</span>
<span class="n">pdf_url</span> <span class="o">=</span> <span class="kc">None</span>
<span class="n">doc_url</span> <span class="o">=</span> <span class="n">eval_xpath_getindex</span><span class="p">(</span><span class="n">result</span><span class="p">,</span> <span class="s1">'.//div[@class="gs_or_ggsm"]/a/@href'</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
<span class="n">doc_type</span> <span class="o">=</span> <span class="n">extract_text</span><span class="p">(</span><span class="n">eval_xpath</span><span class="p">(</span><span class="n">result</span><span class="p">,</span> <span class="s1">'.//span[@class="gs_ctg2"]'</span><span class="p">))</span>
<span class="k">if</span> <span class="n">doc_type</span> <span class="o">==</span> <span class="s2">"[PDF]"</span><span class="p">:</span>
<span class="n">pdf_url</span> <span class="o">=</span> <span class="n">doc_url</span>
<span class="k">else</span><span class="p">:</span>
<span class="n">html_url</span> <span class="o">=</span> <span class="n">doc_url</span>
<span class="n">results</span><span class="o">.</span><span class="n">append</span><span class="p">(</span>
<span class="p">{</span>
<span class="s1">'template'</span><span class="p">:</span> <span class="s1">'paper.html'</span><span class="p">,</span>
<span class="s1">'type'</span><span class="p">:</span> <span class="n">pub_type</span><span class="p">,</span>
<span class="s1">'url'</span><span class="p">:</span> <span class="n">url</span><span class="p">,</span>
<span class="s1">'title'</span><span class="p">:</span> <span class="n">title</span><span class="p">,</span>
<span class="s1">'authors'</span><span class="p">:</span> <span class="n">authors</span><span class="p">,</span>
<span class="s1">'publisher'</span><span class="p">:</span> <span class="n">publisher</span><span class="p">,</span>
<span class="s1">'journal'</span><span class="p">:</span> <span class="n">journal</span><span class="p">,</span>
<span class="s1">'publishedDate'</span><span class="p">:</span> <span class="n">publishedDate</span><span class="p">,</span>
<span class="s1">'content'</span><span class="p">:</span> <span class="n">content</span><span class="p">,</span>
<span class="s1">'comments'</span><span class="p">:</span> <span class="n">comments</span><span class="p">,</span>
<span class="s1">'html_url'</span><span class="p">:</span> <span class="n">html_url</span><span class="p">,</span>
<span class="s1">'pdf_url'</span><span class="p">:</span> <span class="n">pdf_url</span><span class="p">,</span>
<span class="p">}</span>
<span class="p">)</span>
<span class="c1"># parse suggestion</span>
<span class="k">for</span> <span class="n">suggestion</span> <span class="ow">in</span> <span class="n">eval_xpath</span><span class="p">(</span><span class="n">dom</span><span class="p">,</span> <span class="s1">'//div[contains(@class, "gs_qsuggest_wrap")]//li//a'</span><span class="p">):</span>
<span class="c1"># append suggestion</span>
<span class="n">results</span><span class="o">.</span><span class="n">append</span><span class="p">({</span><span class="s1">'suggestion'</span><span class="p">:</span> <span class="n">extract_text</span><span class="p">(</span><span class="n">suggestion</span><span class="p">)})</span>
<span class="k">for</span> <span class="n">correction</span> <span class="ow">in</span> <span class="n">eval_xpath</span><span class="p">(</span><span class="n">dom</span><span class="p">,</span> <span class="s1">'//div[@class="gs_r gs_pda"]/a'</span><span class="p">):</span>
<span class="n">results</span><span class="o">.</span><span class="n">append</span><span class="p">({</span><span class="s1">'correction'</span><span class="p">:</span> <span class="n">extract_text</span><span class="p">(</span><span class="n">correction</span><span class="p">)})</span>
<span class="k">return</span> <span class="n">results</span></div>
</pre></div>
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