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<!DOCTYPE html>
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<section id="welcome-to-gces-s-documentation">
<h1>Welcome to GCES’s documentation!<a class="headerlink" href="#welcome-to-gces-s-documentation" title="Permalink to this heading">¶</a></h1>
<dl class="py class">
<dt class="sig sig-object py">
<span class="target" id="classparser_1_1feature__engineering__parser_1_1FeatureEngineeringParser"></span><span class="sig-name descname"><span class="pre">parser.feature_engineering_parser.FeatureEngineeringParser</span> <span class="pre">:</span> <span class="pre">public</span> <span class="pre">parser.parser_base.ParserBase</span></span></dt>
<dd><div class="breathe-sectiondef docutils container">
<p class="breathe-sectiondef-title rubric" id="breathe-section-title-public-functions">Public Functions</p>
<dl class="py function">
<dt class="sig sig-object py" id="parse">
<span class="target" id="classparser_1_1feature__engineering__parser_1_1FeatureEngineeringParser_1a6444e713c32f068287280ff66d8e45f9"></span><span class="sig-name descname"><span class="pre">parse</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">list</span> <span class="pre">data</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#parse" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</div>
<div class="breathe-sectiondef docutils container">
<p class="breathe-sectiondef-title rubric" id="breathe-section-title-protected-functions">Protected Functions</p>
<dl class="py function">
<dt class="sig sig-object py" id="parse_feature_engineering_configs">
<span class="target" id="classparser_1_1feature__engineering__parser_1_1FeatureEngineeringParser_1a3c1fc41cba00cf9d663a5dd85bd49365"></span><span class="sig-name descname"><span class="pre">_parse_feature_engineering_configs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">list</span> <span class="pre">data</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#parse_feature_engineering_configs" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="get_dataframe">
<span class="target" id="classparser_1_1feature__engineering__parser_1_1FeatureEngineeringParser_1a45885972d2b20fce9ed4ec92db343bf4"></span><span class="sig-name descname"><span class="pre">_get_dataframe</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dict</span> <span class="pre">columns</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#get_dataframe" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="get_features_details">
<span class="target" id="classparser_1_1feature__engineering__parser_1_1FeatureEngineeringParser_1a0679d43d692b709c02d4ab0f55672bb3"></span><span class="sig-name descname"><span class="pre">_get_features_details</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dict</span> <span class="pre">features</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#get_features_details" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="get_word_embedding_config">
<span class="target" id="classparser_1_1feature__engineering__parser_1_1FeatureEngineeringParser_1a43218d1380171031cecf28cabf2ea9fe"></span><span class="sig-name descname"><span class="pre">_get_word_embedding_config</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dict</span> <span class="pre">feature</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">list</span> <span class="pre">columns_alias</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#get_word_embedding_config" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="get_keyboard_smash_config">
<span class="target" id="classparser_1_1feature__engineering__parser_1_1FeatureEngineeringParser_1a4d09f5672b729cc629610f8560714527"></span><span class="sig-name descname"><span class="pre">_get_keyboard_smash_config</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dict</span> <span class="pre">features</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#get_keyboard_smash_config" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</div>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="data_pipeline.feature_engineering.key_smash.KeySmash">
<span class="target" id="classdata__pipeline_1_1feature__engineering_1_1key__smash_1_1KeySmash"></span><em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">KeySmash</span></span><a class="headerlink" href="#data_pipeline.feature_engineering.key_smash.KeySmash" title="Permalink to this definition">¶</a></dt>
<dd><p><div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">A</span> <span class="k">class</span> <span class="nc">for</span> <span class="n">calculating</span> <span class="n">metrics</span> <span class="n">to</span> <span class="n">indicate</span> <span class="n">key</span> <span class="n">smashing</span> <span class="n">behavior</span> <span class="ow">in</span> <span class="n">a</span> <span class="n">text</span><span class="o">.</span>
<span class="n">Key</span> <span class="n">smashing</span> <span class="ow">is</span> <span class="n">the</span> <span class="n">act</span> <span class="n">of</span> <span class="n">typing</span> <span class="n">on</span> <span class="n">a</span> <span class="n">keyboard</span> <span class="ow">in</span> <span class="n">a</span> <span class="n">rapid</span> <span class="ow">and</span> <span class="n">uncontrolled</span> <span class="n">manner</span><span class="p">,</span>
<span class="n">often</span> <span class="n">resulting</span> <span class="ow">in</span> <span class="n">a</span> <span class="n">series</span> <span class="n">of</span> <span class="n">random</span> <span class="n">characters</span> <span class="n">being</span> <span class="n">entered</span> <span class="n">into</span> <span class="n">a</span> <span class="n">document</span> <span class="ow">or</span> <span class="n">text</span> <span class="n">field</span><span class="o">.</span>
</pre></div>
</div>
</p>
<div class="breathe-sectiondef docutils container">
<p class="breathe-sectiondef-title rubric" id="breathe-section-title-public-functions">Public Functions</p>
<dl class="py function">
<dt class="sig sig-object py" id="data_pipeline.feature_engineering.key_smash.KeySmash.__init__">
<span class="target" id="classdata__pipeline_1_1feature__engineering_1_1key__smash_1_1KeySmash_1a23bba8ab35ebb2bd0af52ea6596e4925"></span><span class="sig-name descname"><span class="pre">__init__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#data_pipeline.feature_engineering.key_smash.KeySmash.__init__" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="data_pipeline.feature_engineering.key_smash.KeySmash.calculate_char_frequency_metric">
<span class="target" id="classdata__pipeline_1_1feature__engineering_1_1key__smash_1_1KeySmash_1a3c0ca3e149360720f15327d78205e2f7"></span><span class="sig-name descname"><span class="pre">calculate_char_frequency_metric</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">text</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#data_pipeline.feature_engineering.key_smash.KeySmash.calculate_char_frequency_metric" title="Permalink to this definition">¶</a></dt>
<dd><p><div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Calculate</span> <span class="n">the</span> <span class="n">Char</span> <span class="n">Frequency</span> <span class="n">Metric</span><span class="o">.</span>
<span class="n">Parameters</span>
<span class="o">----------</span>
<span class="n">text</span> <span class="p">:</span> <span class="nb">str</span>
<span class="n">The</span> <span class="n">text</span> <span class="n">to</span> <span class="n">use</span> <span class="k">for</span> <span class="n">the</span> <span class="n">calculation</span><span class="o">.</span>
<span class="n">Returns</span>
<span class="o">-------</span>
<span class="nb">float</span>
<span class="n">Char</span> <span class="n">Frequency</span> <span class="n">Metric</span><span class="o">.</span>
<span class="n">Examples</span>
<span class="o">--------</span>
<span class="o">>>></span> <span class="n">calculate_char_frequency_metric</span><span class="p">(</span><span class="s2">"PUENTECILLA KM. 1.7"</span><span class="p">)</span>
<span class="mf">1.121212121212121</span>
<span class="o">>>></span> <span class="n">calculate_char_frequency_metric</span><span class="p">(</span><span class="s2">"ASDASD XXXX"</span><span class="p">)</span>
<span class="mf">3.0</span>
</pre></div>
</div>
</p>
</dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="data_pipeline.feature_engineering.key_smash.KeySmash.calculate_irregular_sequence_metric">
<span class="target" id="classdata__pipeline_1_1feature__engineering_1_1key__smash_1_1KeySmash_1a3428a01b9d0fa0e403334b15374d84d0"></span><span class="sig-name descname"><span class="pre">calculate_irregular_sequence_metric</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">text</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">opt</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#data_pipeline.feature_engineering.key_smash.KeySmash.calculate_irregular_sequence_metric" title="Permalink to this definition">¶</a></dt>
<dd><p><div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Calculate</span> <span class="n">the</span> <span class="n">Irregular</span> <span class="n">Sequence</span> <span class="n">Metric</span><span class="o">.</span>
<span class="n">Parameters</span>
<span class="o">----------</span>
<span class="n">text</span> <span class="p">:</span> <span class="nb">str</span>
<span class="n">The</span> <span class="n">text</span> <span class="n">to</span> <span class="n">use</span> <span class="k">for</span> <span class="n">the</span> <span class="n">calculation</span><span class="o">.</span>
<span class="n">opt</span> <span class="p">:</span> <span class="nb">str</span>
<span class="n">The</span> <span class="nb">type</span> <span class="n">of</span> <span class="n">characters</span> <span class="n">to</span> <span class="n">consider</span> <span class="k">for</span> <span class="n">the</span> <span class="n">calculation</span><span class="p">,</span>
<span class="n">can</span> <span class="n">be</span> <span class="n">one</span> <span class="n">of</span> <span class="s1">'vowels'</span><span class="p">,</span> <span class="s1">'consonants'</span><span class="p">,</span> <span class="ow">or</span> <span class="s1">'special_characters'</span><span class="o">.</span>
<span class="n">Returns</span>
<span class="o">-------</span>
<span class="nb">float</span>
<span class="n">Irregular</span> <span class="n">Sequence</span> <span class="n">Metric</span><span class="o">.</span>
<span class="n">Examples</span>
<span class="o">--------</span>
<span class="o">>>></span> <span class="n">calculate_irregular_sequence_metric</span><span class="p">(</span><span class="s2">"PUENTECILLA KM. 1.7"</span><span class="p">,</span> <span class="s2">"vowels"</span><span class="p">)</span>
<span class="mf">0.21052631578947367</span>
<span class="o">>>></span> <span class="n">calculate_irregular_sequence_metric</span><span class="p">(</span><span class="s2">"ASDASD XXXX"</span><span class="p">,</span> <span class="s2">"consonants"</span><span class="p">)</span>
<span class="mf">2.1818181818181817</span>
<span class="o">>>></span> <span class="n">calculate_irregular_sequence_metric</span><span class="p">(</span><span class="s2">"!@#$% ASDFGHJKL"</span><span class="p">,</span> <span class="s2">"special_characters"</span><span class="p">)</span>
<span class="mf">1.5625</span>
</pre></div>
</div>
</p>
</dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="data_pipeline.feature_engineering.key_smash.KeySmash.calculate_number_count_metric">
<span class="target" id="classdata__pipeline_1_1feature__engineering_1_1key__smash_1_1KeySmash_1a596e7af2462276dfa0f5a73898eec2a4"></span><span class="sig-name descname"><span class="pre">calculate_number_count_metric</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">text</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#data_pipeline.feature_engineering.key_smash.KeySmash.calculate_number_count_metric" title="Permalink to this definition">¶</a></dt>
<dd><p><div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Calculate</span> <span class="n">the</span> <span class="n">Number</span> <span class="n">Count</span> <span class="n">Metric</span><span class="o">.</span>
<span class="n">Parameters</span>
<span class="o">----------</span>
<span class="n">text</span> <span class="p">:</span> <span class="nb">str</span>
<span class="n">The</span> <span class="n">text</span> <span class="n">field</span> <span class="n">to</span> <span class="n">use</span> <span class="k">for</span> <span class="n">the</span> <span class="n">calculation</span><span class="o">.</span>
<span class="n">Returns</span>
<span class="o">-------</span>
<span class="nb">float</span>
<span class="n">Number</span> <span class="n">Count</span> <span class="n">Metric</span><span class="o">.</span>
<span class="n">Examples</span>
<span class="o">--------</span>
<span class="o">>>></span> <span class="n">calculate_number_count_metric</span><span class="p">(</span><span class="s2">"ABC 123 !@#"</span><span class="p">)</span>
<span class="mf">0.0</span>
<span class="o">>>></span> <span class="n">calculate_number_count_metric</span><span class="p">(</span><span class="s2">"ABC123 !@#"</span><span class="p">)</span>
<span class="mf">0.9</span>
</pre></div>
</div>
</p>
</dd></dl>
</div>
<div class="breathe-sectiondef docutils container">
<p class="breathe-sectiondef-title rubric" id="breathe-section-title-public-members">Public Members</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="data_pipeline.feature_engineering.key_smash.KeySmash.char_sets">
<span class="target" id="classdata__pipeline_1_1feature__engineering_1_1key__smash_1_1KeySmash_1a21cb1a9e286356f32a6f783e961f6a46"></span><span class="sig-name descname"><span class="pre">char_sets</span></span><a class="headerlink" href="#data_pipeline.feature_engineering.key_smash.KeySmash.char_sets" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</div>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py">
<span class="target" id="classparser_1_1model__parser_1_1ModelParser"></span><span class="sig-name descname"><span class="pre">parser.model_parser.ModelParser</span> <span class="pre">:</span> <span class="pre">public</span> <span class="pre">parser.parser_base.ParserBase</span></span></dt>
<dd><div class="breathe-sectiondef docutils container">
<p class="breathe-sectiondef-title rubric" id="breathe-section-title-public-functions">Public Functions</p>
<dl class="py function">
<dt class="sig sig-object py" id="init__">
<span class="target" id="classparser_1_1model__parser_1_1ModelParser_1a416260ece9beca7d897eec76762d9b2b"></span><span class="sig-name descname"><span class="pre">__init__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">columns_alias</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#init__" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="id0">
<span class="target" id="classparser_1_1model__parser_1_1ModelParser_1a6eacbfbf440e6a79e6356375e623a9dc"></span><span class="sig-name descname"><span class="pre">parse</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">list</span> <span class="pre">data</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id0" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="get_random_forest_address_config">
<span class="target" id="classparser_1_1model__parser_1_1ModelParser_1a694f81471abc207995b17a47d041e9ae"></span><span class="sig-name descname"><span class="pre">get_random_forest_address_config</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">list</span> <span class="pre">model</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#get_random_forest_address_config" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="get_columns">
<span class="target" id="classparser_1_1model__parser_1_1ModelParser_1af46e8c838f3a13db4c576a011076a036"></span><span class="sig-name descname"><span class="pre">get_columns</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#get_columns" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="get_thresholds">
<span class="target" id="classparser_1_1model__parser_1_1ModelParser_1a76dda884e6d3a6bbcac1782ff2fe120d"></span><span class="sig-name descname"><span class="pre">get_thresholds</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">columns_set_alias</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#get_thresholds" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="get_keyboard_smash_default_thresholds">
<span class="target" id="classparser_1_1model__parser_1_1ModelParser_1a3b85c606ffe0670782f2b87911338da2"></span><span class="sig-name descname"><span class="pre">get_keyboard_smash_default_thresholds</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">columns_set_alias</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#get_keyboard_smash_default_thresholds" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</div>
<div class="breathe-sectiondef docutils container">
<p class="breathe-sectiondef-title rubric" id="breathe-section-title-public-members">Public Members</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="columns_alias">
<span class="target" id="classparser_1_1model__parser_1_1ModelParser_1aba7b8a605e0d321c591633b092861699"></span><span class="sig-name descname"><span class="pre">columns_alias</span></span><a class="headerlink" href="#columns_alias" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="default_keyboard_smash_values">
<span class="target" id="classparser_1_1model__parser_1_1ModelParser_1ad164aff94b2ff7cbe357a97d58734a09"></span><span class="sig-name descname"><span class="pre">default_keyboard_smash_values</span></span><a class="headerlink" href="#default_keyboard_smash_values" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</div>
<div class="breathe-sectiondef docutils container">
<p class="breathe-sectiondef-title rubric" id="breathe-section-title-protected-functions">Protected Functions</p>
<dl class="py function">
<dt class="sig sig-object py" id="parse_modal_configs">
<span class="target" id="classparser_1_1model__parser_1_1ModelParser_1a6267210c4850b549f5fc90f3a90e7912"></span><span class="sig-name descname"><span class="pre">_parse_modal_configs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">list</span> <span class="pre">data</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#parse_modal_configs" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</div>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="parser.parser_base.ParserBase">
<span class="target" id="classparser_1_1parser__base_1_1ParserBase"></span><em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ParserBase</span></span><a class="headerlink" href="#parser.parser_base.ParserBase" title="Permalink to this definition">¶</a></dt>
<dd><p>Subclassed by <a class="reference internal" href="#classparser_1_1YAML__parser_1_1YAMLParser"><span class="std std-ref">parser.YAML_parser.YAMLParser</span></a>, <a class="reference internal" href="#classparser_1_1feature__engineering__parser_1_1FeatureEngineeringParser"><span class="std std-ref">parser.feature_engineering_parser.FeatureEngineeringParser</span></a>, <a class="reference internal" href="#classparser_1_1model__parser_1_1ModelParser"><span class="std std-ref">parser.model_parser.ModelParser</span></a></p>
<div class="breathe-sectiondef docutils container">
<p class="breathe-sectiondef-title rubric" id="breathe-section-title-public-functions">Public Functions</p>
<dl class="py function">
<dt class="sig sig-object py" id="parser.parser_base.ParserBase.__init__">
<span class="target" id="classparser_1_1parser__base_1_1ParserBase_1a2ccc68acea8b4677c1761e39d9aeb058"></span><span class="sig-name descname"><span class="pre">__init__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filepath</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'src/yamls/config.yaml'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#parser.parser_base.ParserBase.__init__" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</div>
<div class="breathe-sectiondef docutils container">
<p class="breathe-sectiondef-title rubric" id="breathe-section-title-public-members">Public Members</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="parser.parser_base.ParserBase.filepath">
<span class="target" id="classparser_1_1parser__base_1_1ParserBase_1a4f3b278ff54c422767e66c78a7bb24d6"></span><span class="sig-name descname"><span class="pre">filepath</span></span><a class="headerlink" href="#parser.parser_base.ParserBase.filepath" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</div>
<div class="breathe-sectiondef docutils container">
<p class="breathe-sectiondef-title rubric" id="breathe-section-title-protected-functions">Protected Functions</p>
<dl class="py function">
<dt class="sig sig-object py" id="parser.parser_base.ParserBase._try_get">
<span class="target" id="classparser_1_1parser__base_1_1ParserBase_1a5d88e7661694746fee4816141582c3a7"></span><span class="sig-name descname"><span class="pre">_try_get</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dict</span> <span class="pre">variable</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">error_msg=None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#parser.parser_base.ParserBase._try_get" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="parser.parser_base.ParserBase._get">
<span class="target" id="classparser_1_1parser__base_1_1ParserBase_1a2eafe46a0dfd547f102a6afcee176311"></span><span class="sig-name descname"><span class="pre">_get</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dict</span> <span class="pre">variable</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">default_value</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#parser.parser_base.ParserBase._get" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</div>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="data_pipeline.feature_engineering.word_embedding.WordEmbedding">
<span class="target" id="classdata__pipeline_1_1feature__engineering_1_1word__embedding_1_1WordEmbedding"></span><em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">WordEmbedding</span></span><a class="headerlink" href="#data_pipeline.feature_engineering.word_embedding.WordEmbedding" title="Permalink to this definition">¶</a></dt>
<dd><div class="breathe-sectiondef docutils container">
<p class="breathe-sectiondef-title rubric" id="breathe-section-title-public-functions">Public Functions</p>
<dl class="py function">
<dt class="sig sig-object py" id="data_pipeline.feature_engineering.word_embedding.WordEmbedding.__init__">
<span class="target" id="classdata__pipeline_1_1feature__engineering_1_1word__embedding_1_1WordEmbedding_1a10817fded0539110daef964d8bf1bd8a"></span><span class="sig-name descname"><span class="pre">__init__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">lang</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dimensions</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#data_pipeline.feature_engineering.word_embedding.WordEmbedding.__init__" title="Permalink to this definition">¶</a></dt>
<dd><p><div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Initialize</span> <span class="n">a</span> <span class="n">word</span> <span class="n">embedding</span> <span class="nb">object</span> <span class="n">using</span> <span class="n">the</span> <span class="n">BytePairLanguage</span> <span class="n">model</span><span class="o">.</span>
<span class="n">Parameters</span>
<span class="o">----------</span>
<span class="n">lang</span><span class="p">:</span> <span class="nb">str</span>
<span class="n">The</span> <span class="n">language</span> <span class="n">to</span> <span class="n">use</span> <span class="k">for</span> <span class="n">the</span> <span class="n">word</span> <span class="n">embedding</span> <span class="p">(</span><span class="n">default</span> <span class="ow">is</span> <span class="s2">"es"</span><span class="p">)</span>
<span class="n">dimensions</span><span class="p">:</span> <span class="nb">str</span>
<span class="n">The</span> <span class="n">number</span> <span class="n">of</span> <span class="n">dimensions</span> <span class="k">for</span> <span class="n">the</span> <span class="n">word</span> <span class="n">embedding</span> <span class="n">vectors</span> <span class="p">(</span><span class="n">default</span> <span class="ow">is</span> <span class="mi">25</span><span class="p">)</span>
</pre></div>
</div>
</p>
</dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="data_pipeline.feature_engineering.word_embedding.WordEmbedding.get_embedding">
<span class="target" id="classdata__pipeline_1_1feature__engineering_1_1word__embedding_1_1WordEmbedding_1abf75033d7367dcc2ce77151091b48342"></span><span class="sig-name descname"><span class="pre">get_embedding</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">text</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#data_pipeline.feature_engineering.word_embedding.WordEmbedding.get_embedding" title="Permalink to this definition">¶</a></dt>
<dd><p><div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Get</span> <span class="n">the</span> <span class="n">word</span> <span class="n">embedding</span> <span class="n">vector</span> <span class="k">for</span> <span class="n">a</span> <span class="n">given</span> <span class="n">text</span><span class="o">.</span>
<span class="n">Parameters</span>
<span class="o">----------</span>
<span class="n">text</span><span class="p">:</span> <span class="nb">str</span>
<span class="n">The</span> <span class="n">string</span> <span class="n">to</span> <span class="n">be</span> <span class="n">processed</span>
<span class="n">Returns</span>
<span class="o">----------</span>
<span class="n">arr</span><span class="p">[</span><span class="nb">float</span><span class="p">]</span>
<span class="n">A</span> <span class="n">word</span> <span class="n">embedding</span> <span class="n">vector</span> <span class="k">for</span> <span class="n">the</span> <span class="n">given</span> <span class="n">text</span>
<span class="n">Examples</span>
<span class="o">--------</span>
<span class="o">>>></span> <span class="n">get_embedding</span><span class="p">(</span><span class="s2">"This is a text"</span><span class="p">,</span> <span class="s2">"es"</span><span class="p">,</span> <span class="mi">25</span><span class="p">)</span>
<span class="p">[</span> <span class="mf">0.06799883</span> <span class="mf">0.17547965</span> <span class="mf">0.47599664</span> <span class="mf">0.16108984</span> <span class="o">-</span><span class="mf">0.1360625</span> <span class="o">-</span><span class="mf">0.10632467</span>
<span class="o">-</span><span class="mf">0.10654568</span> <span class="o">-</span><span class="mf">0.09805</span> <span class="o">-</span><span class="mf">0.33004168</span> <span class="o">-</span><span class="mf">0.33528003</span> <span class="o">-</span><span class="mf">0.23304085</span> <span class="mf">0.36661038</span>
<span class="o">-</span><span class="mf">0.5797167</span> <span class="mf">0.53252834</span> <span class="mf">0.30276018</span> <span class="o">-</span><span class="mf">0.01584417</span> <span class="mf">0.85087484</span> <span class="mf">0.14121284</span>
<span class="mf">0.74862367</span> <span class="o">-</span><span class="mf">0.33011952</span> <span class="mf">0.015432</span> <span class="mf">0.02694534</span> <span class="mf">0.10118082</span> <span class="o">-</span><span class="mf">0.34017918</span>
<span class="o">-</span><span class="mf">0.14560167</span><span class="p">]</span>
</pre></div>
</div>
</p>
</dd></dl>
</div>
<div class="breathe-sectiondef docutils container">
<p class="breathe-sectiondef-title rubric" id="breathe-section-title-public-members">Public Members</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="data_pipeline.feature_engineering.word_embedding.WordEmbedding.bpl">
<span class="target" id="classdata__pipeline_1_1feature__engineering_1_1word__embedding_1_1WordEmbedding_1a9f80ebd1ebd4388302cd3e19e56916ed"></span><span class="sig-name descname"><span class="pre">bpl</span></span><a class="headerlink" href="#data_pipeline.feature_engineering.word_embedding.WordEmbedding.bpl" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</div>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py">
<span class="target" id="classparser_1_1YAML__parser_1_1YAMLParser"></span><span class="sig-name descname"><span class="pre">parser.YAML_parser.YAMLParser</span> <span class="pre">:</span> <span class="pre">public</span> <span class="pre">parser.parser_base.ParserBase</span></span></dt>
<dd><div class="breathe-sectiondef docutils container">
<p class="breathe-sectiondef-title rubric" id="breathe-section-title-public-functions">Public Functions</p>
<dl class="py function">
<dt class="sig sig-object py" id="id1">
<span class="target" id="classparser_1_1YAML__parser_1_1YAMLParser_1a8ec75ddaa9abd26784d69ccefbd8f90a"></span><span class="sig-name descname"><span class="pre">parse</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id1" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</div>
<div class="breathe-sectiondef docutils container">
<p class="breathe-sectiondef-title rubric" id="breathe-section-title-protected-functions">Protected Functions</p>
<dl class="py function">
<dt class="sig sig-object py" id="parse_yaml">
<span class="target" id="classparser_1_1YAML__parser_1_1YAMLParser_1a54e76ebb98b2649f328c7b887dfa8107"></span><span class="sig-name descname"><span class="pre">_parse_yaml</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#parse_yaml" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</div>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="data_pipeline">
<span class="target" id="namespacedata__pipeline"></span><em class="property"><span class="pre">module</span> </em><span class="sig-name descname"><span class="pre">data_pipeline</span></span><a class="headerlink" href="#data_pipeline" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="data_pipeline.feature_engineering">
<span class="target" id="namespacedata__pipeline_1_1feature__engineering"></span><em class="property"><span class="pre">module</span> </em><span class="sig-name descname"><span class="pre">feature_engineering</span></span><a class="headerlink" href="#data_pipeline.feature_engineering" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="data_pipeline.feature_engineering.key_smash">
<span class="target" id="namespacedata__pipeline_1_1feature__engineering_1_1key__smash"></span><em class="property"><span class="pre">module</span> </em><span class="sig-name descname"><span class="pre">key_smash</span></span><a class="headerlink" href="#data_pipeline.feature_engineering.key_smash" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="data_pipeline.feature_engineering.word_embedding">
<span class="target" id="namespacedata__pipeline_1_1feature__engineering_1_1word__embedding"></span><em class="property"><span class="pre">module</span> </em><span class="sig-name descname"><span class="pre">word_embedding</span></span><a class="headerlink" href="#data_pipeline.feature_engineering.word_embedding" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="data_pipeline.pre_processing">
<span class="target" id="namespacedata__pipeline_1_1pre__processing"></span><em class="property"><span class="pre">module</span> </em><span class="sig-name descname"><span class="pre">pre_processing</span></span><a class="headerlink" href="#data_pipeline.pre_processing" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="data_pipeline.pre_processing.concatenate_columns">
<span class="target" id="namespacedata__pipeline_1_1pre__processing_1_1concatenate__columns"></span><em class="property"><span class="pre">module</span> </em><span class="sig-name descname"><span class="pre">concatenate_columns</span></span><a class="headerlink" href="#data_pipeline.pre_processing.concatenate_columns" title="Permalink to this definition">¶</a></dt>
<dd><div class="breathe-sectiondef docutils container">
<p class="breathe-sectiondef-title rubric" id="breathe-section-title-functions">Functions</p>
<dl class="py function">
<dt class="sig sig-object py" id="data_pipeline.pre_processing.concatenate_columns.get_concatenated_column">
<span class="target" id="concatenate__columns_8py_1a1b50d24e7adef5a0c638431ac5047bdf"></span><span class="sig-name descname"><span class="pre">get_concatenated_column</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">csv</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">columns</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column_name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#data_pipeline.pre_processing.concatenate_columns.get_concatenated_column" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</div>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="main">
<span class="target" id="namespacemain"></span><em class="property"><span class="pre">module</span> </em><span class="sig-name descname"><span class="pre">main</span></span><a class="headerlink" href="#main" title="Permalink to this definition">¶</a></dt>
<dd><div class="breathe-sectiondef docutils container">
<p class="breathe-sectiondef-title rubric" id="breathe-section-title-functions">Functions</p>
<dl class="py function">
<dt class="sig sig-object py" id="main.get_config">
<span class="target" id="main_8py_1a6fba68047248af0a15cec69214a0d569"></span><span class="sig-name descname"><span class="pre">get_config</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#main.get_config" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</div>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="parser">
<span class="target" id="namespaceparser"></span><em class="property"><span class="pre">module</span> </em><span class="sig-name descname"><span class="pre">parser</span></span><a class="headerlink" href="#parser" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="parser.const">
<span class="target" id="namespaceparser_1_1const"></span><em class="property"><span class="pre">module</span> </em><span class="sig-name descname"><span class="pre">const</span></span><a class="headerlink" href="#parser.const" title="Permalink to this definition">¶</a></dt>
<dd><div class="breathe-sectiondef docutils container">
<p class="breathe-sectiondef-title rubric" id="breathe-section-title-variables">Variables</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="parser.const.model_type">
<span class="target" id="const_8py_1ab0e3377d55230e659584317290b2a7a5"></span><span class="sig-name descname"><span class="pre">model_type</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">{'ADDRESS':</span> <span class="pre">'address'}</span></em><a class="headerlink" href="#parser.const.model_type" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</div>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="parser.feature_engineering_parser">
<span class="target" id="namespaceparser_1_1feature__engineering__parser"></span><em class="property"><span class="pre">module</span> </em><span class="sig-name descname"><span class="pre">feature_engineering_parser</span></span><a class="headerlink" href="#parser.feature_engineering_parser" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="parser.model_parser">
<span class="target" id="namespaceparser_1_1model__parser"></span><em class="property"><span class="pre">module</span> </em><span class="sig-name descname"><span class="pre">model_parser</span></span><a class="headerlink" href="#parser.model_parser" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="parser.parser_base">
<span class="target" id="namespaceparser_1_1parser__base"></span><em class="property"><span class="pre">module</span> </em><span class="sig-name descname"><span class="pre">parser_base</span></span><a class="headerlink" href="#parser.parser_base" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="parser.YAML_parser">
<span class="target" id="namespaceparser_1_1YAML__parser"></span><em class="property"><span class="pre">module</span> </em><span class="sig-name descname"><span class="pre">YAML_parser</span></span><a class="headerlink" href="#parser.YAML_parser" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl>
<dt class="sig sig-object py">
<span class="target" id="key__smash_8py"></span><em><span class="pre">file</span></em> <span class="sig-name descname"><span class="pre">key_smash.py</span></span></dt>
<dd></dd></dl>
<dl>
<dt class="sig sig-object py">
<span class="target" id="word__embedding_8py"></span><em><span class="pre">file</span></em> <span class="sig-name descname"><span class="pre">word_embedding.py</span></span></dt>
<dd></dd></dl>
<dl>
<dt class="sig sig-object py">
<span class="target" id="data__pipeline_2____init_____8py"></span><em><span class="pre">file</span></em> <span class="sig-name descname"><span class="pre">__init__.py</span></span></dt>
<dd></dd></dl>
<dl>
<dt class="sig sig-object py">
<span class="target" id="data__pipeline_2feature__engineering_2____init_____8py"></span><em><span class="pre">file</span></em> <span class="sig-name descname"><span class="pre">__init__.py</span></span></dt>
<dd></dd></dl>
<dl>
<dt class="sig sig-object py">
<span class="target" id="data__pipeline_2pre__processing_2____init_____8py"></span><em><span class="pre">file</span></em> <span class="sig-name descname"><span class="pre">__init__.py</span></span></dt>
<dd></dd></dl>
<dl>
<dt class="sig sig-object py">
<span class="target" id="parser_2____init_____8py"></span><em><span class="pre">file</span></em> <span class="sig-name descname"><span class="pre">__init__.py</span></span></dt>
<dd></dd></dl>
<dl>
<dt class="sig sig-object py">
<span class="target" id="concatenate__columns_8py"></span><em><span class="pre">file</span></em> <span class="sig-name descname"><span class="pre">concatenate_columns.py</span></span></dt>
<dd></dd></dl>
<dl>
<dt class="sig sig-object py">
<span class="target" id="main_8py"></span><em><span class="pre">file</span></em> <span class="sig-name descname"><span class="pre">main.py</span></span></dt>
<dd></dd></dl>
<dl>
<dt class="sig sig-object py">
<span class="target" id="const_8py"></span><em><span class="pre">file</span></em> <span class="sig-name descname"><span class="pre">const.py</span></span></dt>
<dd></dd></dl>
<dl>
<dt class="sig sig-object py">
<span class="target" id="feature__engineering__parser_8py"></span><em><span class="pre">file</span></em> <span class="sig-name descname"><span class="pre">feature_engineering_parser.py</span></span></dt>
<dd></dd></dl>
<dl>
<dt class="sig sig-object py">
<span class="target" id="model__parser_8py"></span><em><span class="pre">file</span></em> <span class="sig-name descname"><span class="pre">model_parser.py</span></span></dt>
<dd></dd></dl>
<dl>
<dt class="sig sig-object py">
<span class="target" id="parser__base_8py"></span><em><span class="pre">file</span></em> <span class="sig-name descname"><span class="pre">parser_base.py</span></span></dt>
<dd></dd></dl>
<dl>
<dt class="sig sig-object py">
<span class="target" id="YAML__parser_8py"></span><em><span class="pre">file</span></em> <span class="sig-name descname"><span class="pre">YAML_parser.py</span></span></dt>
<dd></dd></dl>
<dl>
<dt class="sig sig-object cpp">
<span class="target" id="dir_d8011c2d3002aeb7fe29b60ec5b6cceb"></span><em><span class="pre">dir</span></em> <span class="sig-name descname"><span class="pre">src/data_pipeline</span></span></dt>
<dd></dd></dl>
<dl>
<dt class="sig sig-object cpp">
<span class="target" id="dir_3f5f7729d78c36242303c059ac997ea8"></span><em><span class="pre">dir</span></em> <span class="sig-name descname"><span class="pre">src/data_pipeline/feature_engineering</span></span></dt>
<dd></dd></dl>
<dl>
<dt class="sig sig-object cpp">
<span class="target" id="dir_6cd8491d143eb218b70983dbdb3c58bc"></span><em><span class="pre">dir</span></em> <span class="sig-name descname"><span class="pre">src/parser</span></span></dt>
<dd></dd></dl>
<dl>
<dt class="sig sig-object cpp">
<span class="target" id="dir_01d8c85d3e0193d6b57221e32ef52c37"></span><em><span class="pre">dir</span></em> <span class="sig-name descname"><span class="pre">src/data_pipeline/pre_processing</span></span></dt>
<dd></dd></dl>
<dl>
<dt class="sig sig-object cpp">
<span class="target" id="dir_68267d1309a1af8e8297ef4c3efbcdba"></span><em><span class="pre">dir</span></em> <span class="sig-name descname"><span class="pre">src</span></span></dt>
<dd></dd></dl>
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<section id="indices-and-tables">
<h1>Indices and tables<a class="headerlink" href="#indices-and-tables" title="Permalink to this heading">¶</a></h1>
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