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   <h1>Source code for airflow.hooks.mysql_hook</h1><div class="highlight"><pre>
 <span></span><span class="c1"># -*- coding: utf-8 -*-</span>
 <span class="c1">#</span>
 <span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span>
 <span class="c1"># or more contributor license agreements.  See the NOTICE file</span>
 <span class="c1"># distributed with this work for additional information</span>
 <span class="c1"># regarding copyright ownership.  The ASF licenses this file</span>
 <span class="c1"># to you under the Apache License, Version 2.0 (the</span>
 <span class="c1"># &quot;License&quot;); you may not use this file except in compliance</span>
 <span class="c1"># with the License.  You may obtain a copy of the License at</span>
 <span class="c1">#</span>
 <span class="c1">#   http://www.apache.org/licenses/LICENSE-2.0</span>
 <span class="c1">#</span>
 <span class="c1"># Unless required by applicable law or agreed to in writing,</span>
 <span class="c1"># software distributed under the License is distributed on an</span>
 <span class="c1"># &quot;AS IS&quot; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span>
 <span class="c1"># KIND, either express or implied.  See the License for the</span>
 <span class="c1"># specific language governing permissions and limitations</span>
 <span class="c1"># under the License.</span>

 <span class="kn">import</span> <span class="nn">MySQLdb</span>
 <span class="kn">import</span> <span class="nn">MySQLdb.cursors</span>
 <span class="kn">import</span> <span class="nn">json</span>
 <span class="kn">import</span> <span class="nn">six</span>

 <span class="kn">from</span> <span class="nn">airflow.hooks.dbapi_hook</span> <span class="kn">import</span> <span class="n">DbApiHook</span>


 <div class="viewcode-block" id="MySqlHook"><a class="viewcode-back" href="../../../_api/airflow/hooks/mysql_hook/index.html#airflow.hooks.mysql_hook.MySqlHook">[docs]</a><span class="k">class</span> <span class="nc">MySqlHook</span><span class="p">(</span><span class="n">DbApiHook</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Interact with MySQL.</span>

 <span class="sd">    You can specify charset in the extra field of your connection</span>
 <span class="sd">    as ``{&quot;charset&quot;: &quot;utf8&quot;}``. Also you can choose cursor as</span>
 <span class="sd">    ``{&quot;cursor&quot;: &quot;SSCursor&quot;}``. Refer to the MySQLdb.cursors for more details.</span>

 <span class="sd">    Note: For AWS IAM authentication, use iam in the extra connection parameters</span>
 <span class="sd">    and set it to true. Leave the password field empty. This will use the the</span>
 <span class="sd">    &quot;aws_default&quot; connection to get the temporary token unless you override</span>
 <span class="sd">    in extras.</span>
 <span class="sd">    extras example: ``{&quot;iam&quot;:true, &quot;aws_conn_id&quot;:&quot;my_aws_conn&quot;}``</span>
 <span class="sd">    &quot;&quot;&quot;</span>

 <div class="viewcode-block" id="MySqlHook.conn_name_attr"><a class="viewcode-back" href="../../../_api/airflow/hooks/mysql_hook/index.html#airflow.hooks.mysql_hook.MySqlHook.conn_name_attr">[docs]</a>    <span class="n">conn_name_attr</span> <span class="o">=</span> <span class="s1">&#39;mysql_conn_id&#39;</span></div>
 <div class="viewcode-block" id="MySqlHook.default_conn_name"><a class="viewcode-back" href="../../../_api/airflow/hooks/mysql_hook/index.html#airflow.hooks.mysql_hook.MySqlHook.default_conn_name">[docs]</a>    <span class="n">default_conn_name</span> <span class="o">=</span> <span class="s1">&#39;mysql_default&#39;</span></div>
 <div class="viewcode-block" id="MySqlHook.supports_autocommit"><a class="viewcode-back" href="../../../_api/airflow/hooks/mysql_hook/index.html#airflow.hooks.mysql_hook.MySqlHook.supports_autocommit">[docs]</a>    <span class="n">supports_autocommit</span> <span class="o">=</span> <span class="kc">True</span></div>

     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
         <span class="nb">super</span><span class="p">(</span><span class="n">MySqlHook</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">schema</span> <span class="o">=</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="s2">&quot;schema&quot;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>

 <div class="viewcode-block" id="MySqlHook.set_autocommit"><a class="viewcode-back" href="../../../_api/airflow/hooks/mysql_hook/index.html#airflow.hooks.mysql_hook.MySqlHook.set_autocommit">[docs]</a>    <span class="k">def</span> <span class="nf">set_autocommit</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">conn</span><span class="p">,</span> <span class="n">autocommit</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        MySql connection sets autocommit in a different way.</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">conn</span><span class="o">.</span><span class="n">autocommit</span><span class="p">(</span><span class="n">autocommit</span><span class="p">)</span></div>

 <div class="viewcode-block" id="MySqlHook.get_autocommit"><a class="viewcode-back" href="../../../_api/airflow/hooks/mysql_hook/index.html#airflow.hooks.mysql_hook.MySqlHook.get_autocommit">[docs]</a>    <span class="k">def</span> <span class="nf">get_autocommit</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">conn</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        MySql connection gets autocommit in a different way.</span>

 <span class="sd">        :param conn: connection to get autocommit setting from.</span>
 <span class="sd">        :type conn: connection object.</span>
 <span class="sd">        :return: connection autocommit setting</span>
 <span class="sd">        :rtype: bool</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="k">return</span> <span class="n">conn</span><span class="o">.</span><span class="n">get_autocommit</span><span class="p">()</span></div>

 <div class="viewcode-block" id="MySqlHook.get_conn"><a class="viewcode-back" href="../../../_api/airflow/hooks/mysql_hook/index.html#airflow.hooks.mysql_hook.MySqlHook.get_conn">[docs]</a>    <span class="k">def</span> <span class="nf">get_conn</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Returns a mysql connection object</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">conn</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_connection</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">mysql_conn_id</span><span class="p">)</span>

         <span class="n">conn_config</span> <span class="o">=</span> <span class="p">{</span>
             <span class="s2">&quot;user&quot;</span><span class="p">:</span> <span class="n">conn</span><span class="o">.</span><span class="n">login</span><span class="p">,</span>
             <span class="s2">&quot;passwd&quot;</span><span class="p">:</span> <span class="n">conn</span><span class="o">.</span><span class="n">password</span> <span class="ow">or</span> <span class="s1">&#39;&#39;</span><span class="p">,</span>
             <span class="s2">&quot;host&quot;</span><span class="p">:</span> <span class="n">conn</span><span class="o">.</span><span class="n">host</span> <span class="ow">or</span> <span class="s1">&#39;localhost&#39;</span><span class="p">,</span>
             <span class="s2">&quot;db&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">schema</span> <span class="ow">or</span> <span class="n">conn</span><span class="o">.</span><span class="n">schema</span> <span class="ow">or</span> <span class="s1">&#39;&#39;</span>
         <span class="p">}</span>

         <span class="c1"># check for authentication via AWS IAM</span>
         <span class="k">if</span> <span class="n">conn</span><span class="o">.</span><span class="n">extra_dejson</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;iam&#39;</span><span class="p">,</span> <span class="kc">False</span><span class="p">):</span>
             <span class="n">conn_config</span><span class="p">[</span><span class="s1">&#39;passwd&#39;</span><span class="p">],</span> <span class="n">conn</span><span class="o">.</span><span class="n">port</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_iam_token</span><span class="p">(</span><span class="n">conn</span><span class="p">)</span>
             <span class="n">conn_config</span><span class="p">[</span><span class="s2">&quot;read_default_group&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="s1">&#39;enable-cleartext-plugin&#39;</span>

         <span class="k">if</span> <span class="ow">not</span> <span class="n">conn</span><span class="o">.</span><span class="n">port</span><span class="p">:</span>
             <span class="n">conn_config</span><span class="p">[</span><span class="s2">&quot;port&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="mi">3306</span>
         <span class="k">else</span><span class="p">:</span>
             <span class="n">conn_config</span><span class="p">[</span><span class="s2">&quot;port&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">conn</span><span class="o">.</span><span class="n">port</span><span class="p">)</span>

         <span class="k">if</span> <span class="n">conn</span><span class="o">.</span><span class="n">extra_dejson</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;charset&#39;</span><span class="p">,</span> <span class="kc">False</span><span class="p">):</span>
             <span class="n">conn_config</span><span class="p">[</span><span class="s2">&quot;charset&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">extra_dejson</span><span class="p">[</span><span class="s2">&quot;charset&quot;</span><span class="p">]</span>
             <span class="k">if</span> <span class="p">(</span><span class="n">conn_config</span><span class="p">[</span><span class="s2">&quot;charset&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">==</span> <span class="s1">&#39;utf8&#39;</span> <span class="ow">or</span>\
                     <span class="p">(</span><span class="n">conn_config</span><span class="p">[</span><span class="s2">&quot;charset&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">==</span> <span class="s1">&#39;utf-8&#39;</span><span class="p">:</span>
                 <span class="n">conn_config</span><span class="p">[</span><span class="s2">&quot;use_unicode&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">True</span>
         <span class="k">if</span> <span class="n">conn</span><span class="o">.</span><span class="n">extra_dejson</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;cursor&#39;</span><span class="p">,</span> <span class="kc">False</span><span class="p">):</span>
             <span class="k">if</span> <span class="p">(</span><span class="n">conn</span><span class="o">.</span><span class="n">extra_dejson</span><span class="p">[</span><span class="s2">&quot;cursor&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">==</span> <span class="s1">&#39;sscursor&#39;</span><span class="p">:</span>
                 <span class="n">conn_config</span><span class="p">[</span><span class="s2">&quot;cursorclass&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">MySQLdb</span><span class="o">.</span><span class="n">cursors</span><span class="o">.</span><span class="n">SSCursor</span>
             <span class="k">elif</span> <span class="p">(</span><span class="n">conn</span><span class="o">.</span><span class="n">extra_dejson</span><span class="p">[</span><span class="s2">&quot;cursor&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">==</span> <span class="s1">&#39;dictcursor&#39;</span><span class="p">:</span>
                 <span class="n">conn_config</span><span class="p">[</span><span class="s2">&quot;cursorclass&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">MySQLdb</span><span class="o">.</span><span class="n">cursors</span><span class="o">.</span><span class="n">DictCursor</span>
             <span class="k">elif</span> <span class="p">(</span><span class="n">conn</span><span class="o">.</span><span class="n">extra_dejson</span><span class="p">[</span><span class="s2">&quot;cursor&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">==</span> <span class="s1">&#39;ssdictcursor&#39;</span><span class="p">:</span>
                 <span class="n">conn_config</span><span class="p">[</span><span class="s2">&quot;cursorclass&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">MySQLdb</span><span class="o">.</span><span class="n">cursors</span><span class="o">.</span><span class="n">SSDictCursor</span>
         <span class="n">local_infile</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">extra_dejson</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;local_infile&#39;</span><span class="p">,</span> <span class="kc">False</span><span class="p">)</span>
         <span class="k">if</span> <span class="n">conn</span><span class="o">.</span><span class="n">extra_dejson</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;ssl&#39;</span><span class="p">,</span> <span class="kc">False</span><span class="p">):</span>
             <span class="c1"># SSL parameter for MySQL has to be a dictionary and in case</span>
             <span class="c1"># of extra/dejson we can get string if extra is passed via</span>
             <span class="c1"># URL parameters</span>
             <span class="n">dejson_ssl</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">extra_dejson</span><span class="p">[</span><span class="s1">&#39;ssl&#39;</span><span class="p">]</span>
             <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">dejson_ssl</span><span class="p">,</span> <span class="n">six</span><span class="o">.</span><span class="n">string_types</span><span class="p">):</span>
                 <span class="n">dejson_ssl</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">dejson_ssl</span><span class="p">)</span>
             <span class="n">conn_config</span><span class="p">[</span><span class="s1">&#39;ssl&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">dejson_ssl</span>
         <span class="k">if</span> <span class="n">conn</span><span class="o">.</span><span class="n">extra_dejson</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;unix_socket&#39;</span><span class="p">):</span>
             <span class="n">conn_config</span><span class="p">[</span><span class="s1">&#39;unix_socket&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">extra_dejson</span><span class="p">[</span><span class="s1">&#39;unix_socket&#39;</span><span class="p">]</span>
         <span class="k">if</span> <span class="n">local_infile</span><span class="p">:</span>
             <span class="n">conn_config</span><span class="p">[</span><span class="s2">&quot;local_infile&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="mi">1</span>
         <span class="n">conn</span> <span class="o">=</span> <span class="n">MySQLdb</span><span class="o">.</span><span class="n">connect</span><span class="p">(</span><span class="o">**</span><span class="n">conn_config</span><span class="p">)</span>
         <span class="k">return</span> <span class="n">conn</span></div>

 <div class="viewcode-block" id="MySqlHook.get_uri"><a class="viewcode-back" href="../../../_api/airflow/hooks/mysql_hook/index.html#airflow.hooks.mysql_hook.MySqlHook.get_uri">[docs]</a>    <span class="k">def</span> <span class="nf">get_uri</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="n">conn</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_connection</span><span class="p">(</span><span class="nb">getattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">conn_name_attr</span><span class="p">))</span>
         <span class="n">uri</span> <span class="o">=</span> <span class="nb">super</span><span class="p">(</span><span class="n">MySqlHook</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="n">get_uri</span><span class="p">()</span>
         <span class="k">if</span> <span class="n">conn</span><span class="o">.</span><span class="n">extra_dejson</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;charset&#39;</span><span class="p">,</span> <span class="kc">False</span><span class="p">):</span>
             <span class="n">charset</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">extra_dejson</span><span class="p">[</span><span class="s2">&quot;charset&quot;</span><span class="p">]</span>
             <span class="k">return</span> <span class="s2">&quot;</span><span class="si">{uri}</span><span class="s2">?charset=</span><span class="si">{charset}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">uri</span><span class="o">=</span><span class="n">uri</span><span class="p">,</span> <span class="n">charset</span><span class="o">=</span><span class="n">charset</span><span class="p">)</span>
         <span class="k">return</span> <span class="n">uri</span></div>

 <div class="viewcode-block" id="MySqlHook.bulk_load"><a class="viewcode-back" href="../../../_api/airflow/hooks/mysql_hook/index.html#airflow.hooks.mysql_hook.MySqlHook.bulk_load">[docs]</a>    <span class="k">def</span> <span class="nf">bulk_load</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">table</span><span class="p">,</span> <span class="n">tmp_file</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Loads a tab-delimited file into a database table</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">conn</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>
         <span class="n">cur</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">cursor</span><span class="p">()</span>
         <span class="n">cur</span><span class="o">.</span><span class="n">execute</span><span class="p">(</span><span class="s2">&quot;&quot;&quot;</span>
 <span class="s2">            LOAD DATA LOCAL INFILE &#39;</span><span class="si">{tmp_file}</span><span class="s2">&#39;</span>
 <span class="s2">            INTO TABLE </span><span class="si">{table}</span><span class="s2"></span>
 <span class="s2">            &quot;&quot;&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">tmp_file</span><span class="o">=</span><span class="n">tmp_file</span><span class="p">,</span> <span class="n">table</span><span class="o">=</span><span class="n">table</span><span class="p">))</span>
         <span class="n">conn</span><span class="o">.</span><span class="n">commit</span><span class="p">()</span></div>

 <div class="viewcode-block" id="MySqlHook.bulk_dump"><a class="viewcode-back" href="../../../_api/airflow/hooks/mysql_hook/index.html#airflow.hooks.mysql_hook.MySqlHook.bulk_dump">[docs]</a>    <span class="k">def</span> <span class="nf">bulk_dump</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">table</span><span class="p">,</span> <span class="n">tmp_file</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Dumps a database table into a tab-delimited file</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">conn</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>
         <span class="n">cur</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">cursor</span><span class="p">()</span>
         <span class="n">cur</span><span class="o">.</span><span class="n">execute</span><span class="p">(</span><span class="s2">&quot;&quot;&quot;</span>
 <span class="s2">            SELECT * INTO OUTFILE &#39;</span><span class="si">{tmp_file}</span><span class="s2">&#39;</span>
 <span class="s2">            FROM </span><span class="si">{table}</span><span class="s2"></span>
 <span class="s2">            &quot;&quot;&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">tmp_file</span><span class="o">=</span><span class="n">tmp_file</span><span class="p">,</span> <span class="n">table</span><span class="o">=</span><span class="n">table</span><span class="p">))</span>
         <span class="n">conn</span><span class="o">.</span><span class="n">commit</span><span class="p">()</span></div>

     <span class="nd">@staticmethod</span>
 <div class="viewcode-block" id="MySqlHook._serialize_cell"><a class="viewcode-back" href="../../../_api/airflow/hooks/mysql_hook/index.html#airflow.hooks.mysql_hook.MySqlHook._serialize_cell">[docs]</a>    <span class="k">def</span> <span class="nf">_serialize_cell</span><span class="p">(</span><span class="n">cell</span><span class="p">,</span> <span class="n">conn</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        MySQLdb converts an argument to a literal</span>
 <span class="sd">        when passing those separately to execute. Hence, this method does nothing.</span>

 <span class="sd">        :param cell: The cell to insert into the table</span>
 <span class="sd">        :type cell: object</span>
 <span class="sd">        :param conn: The database connection</span>
 <span class="sd">        :type conn: connection object</span>
 <span class="sd">        :return: The same cell</span>
 <span class="sd">        :rtype: object</span>
 <span class="sd">        &quot;&quot;&quot;</span>

         <span class="k">return</span> <span class="n">cell</span></div>

 <div class="viewcode-block" id="MySqlHook.get_iam_token"><a class="viewcode-back" href="../../../_api/airflow/hooks/mysql_hook/index.html#airflow.hooks.mysql_hook.MySqlHook.get_iam_token">[docs]</a>    <span class="k">def</span> <span class="nf">get_iam_token</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">conn</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Uses AWSHook to retrieve a temporary password to connect to MySQL</span>
 <span class="sd">        Port is required. If none is provided, default 3306 is used</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="kn">from</span> <span class="nn">airflow.contrib.hooks.aws_hook</span> <span class="kn">import</span> <span class="n">AwsHook</span>

         <span class="n">aws_conn_id</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">extra_dejson</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;aws_conn_id&#39;</span><span class="p">,</span> <span class="s1">&#39;aws_default&#39;</span><span class="p">)</span>
         <span class="n">aws_hook</span> <span class="o">=</span> <span class="n">AwsHook</span><span class="p">(</span><span class="n">aws_conn_id</span><span class="p">)</span>
         <span class="k">if</span> <span class="n">conn</span><span class="o">.</span><span class="n">port</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
             <span class="n">port</span> <span class="o">=</span> <span class="mi">3306</span>
         <span class="k">else</span><span class="p">:</span>
             <span class="n">port</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">port</span>
         <span class="n">client</span> <span class="o">=</span> <span class="n">aws_hook</span><span class="o">.</span><span class="n">get_client_type</span><span class="p">(</span><span class="s1">&#39;rds&#39;</span><span class="p">)</span>
         <span class="n">token</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">generate_db_auth_token</span><span class="p">(</span><span class="n">conn</span><span class="o">.</span><span class="n">host</span><span class="p">,</span> <span class="n">port</span><span class="p">,</span> <span class="n">conn</span><span class="o">.</span><span class="n">login</span><span class="p">)</span>
         <span class="k">return</span> <span class="n">token</span><span class="p">,</span> <span class="n">port</span></div>

 <div class="viewcode-block" id="MySqlHook.bulk_load_custom"><a class="viewcode-back" href="../../../_api/airflow/hooks/mysql_hook/index.html#airflow.hooks.mysql_hook.MySqlHook.bulk_load_custom">[docs]</a>    <span class="k">def</span> <span class="nf">bulk_load_custom</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">table</span><span class="p">,</span> <span class="n">tmp_file</span><span class="p">,</span> <span class="n">duplicate_key_handling</span><span class="o">=</span><span class="s1">&#39;IGNORE&#39;</span><span class="p">,</span> <span class="n">extra_options</span><span class="o">=</span><span class="s1">&#39;&#39;</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        A more configurable way to load local data from a file into the database.</span>

 <span class="sd">        .. warning:: According to the mysql docs using this function is a</span>
 <span class="sd">            `security risk &lt;https://dev.mysql.com/doc/refman/8.0/en/load-data-local.html&gt;`_.</span>
 <span class="sd">            If you want to use it anyway you can do so by setting a client-side + server-side option.</span>
 <span class="sd">            This depends on the mysql client library used.</span>

 <span class="sd">        :param table: The table were the file will be loaded into.</span>
 <span class="sd">        :type table: str</span>
 <span class="sd">        :param tmp_file: The file (name) that contains the data.</span>
 <span class="sd">        :type tmp_file: str</span>
 <span class="sd">        :param duplicate_key_handling: Specify what should happen to duplicate data.</span>
 <span class="sd">            You can choose either `IGNORE` or `REPLACE`.</span>

 <span class="sd">            .. seealso::</span>
 <span class="sd">                https://dev.mysql.com/doc/refman/8.0/en/load-data.html#load-data-duplicate-key-handling</span>
 <span class="sd">        :type duplicate_key_handling: str</span>
 <span class="sd">        :param extra_options: More sql options to specify exactly how to load the data.</span>

 <span class="sd">            .. seealso:: https://dev.mysql.com/doc/refman/8.0/en/load-data.html</span>
 <span class="sd">        :type extra_options: str</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">conn</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>
         <span class="n">cursor</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">cursor</span><span class="p">()</span>

         <span class="n">cursor</span><span class="o">.</span><span class="n">execute</span><span class="p">(</span><span class="s2">&quot;&quot;&quot;</span>
 <span class="s2">            LOAD DATA LOCAL INFILE &#39;</span><span class="si">{tmp_file}</span><span class="s2">&#39;</span>
 <span class="s2">            </span><span class="si">{duplicate_key_handling}</span><span class="s2"></span>
 <span class="s2">            INTO TABLE </span><span class="si">{table}</span><span class="s2"></span>
 <span class="s2">            </span><span class="si">{extra_options}</span><span class="s2"></span>
 <span class="s2">            &quot;&quot;&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
             <span class="n">tmp_file</span><span class="o">=</span><span class="n">tmp_file</span><span class="p">,</span>
             <span class="n">table</span><span class="o">=</span><span class="n">table</span><span class="p">,</span>
             <span class="n">duplicate_key_handling</span><span class="o">=</span><span class="n">duplicate_key_handling</span><span class="p">,</span>
             <span class="n">extra_options</span><span class="o">=</span><span class="n">extra_options</span>
         <span class="p">))</span>

         <span class="n">cursor</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
         <span class="n">conn</span><span class="o">.</span><span class="n">commit</span><span class="p">()</span></div></div>
 </pre></div>

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