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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"># "License"); 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"># "AS IS" 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="k">import</span> <span class="n">DbApiHook</span> |
| |
| |
| <div class="viewcode-block" id="MySqlHook"><a class="viewcode-back" href="../../../code.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">"""</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 ``{"charset": "utf8"}``. Also you can choose cursor as</span> |
| <span class="sd"> ``{"cursor": "SSCursor"}``. Refer to the MySQLdb.cursors for more details.</span> |
| <span class="sd"> """</span> |
| |
| <span class="n">conn_name_attr</span> <span class="o">=</span> <span class="s1">'mysql_conn_id'</span> |
| <span class="n">default_conn_name</span> <span class="o">=</span> <span class="s1">'mysql_default'</span> |
| <span class="n">supports_autocommit</span> <span class="o">=</span> <span class="kc">True</span> |
| |
| <span class="k">def</span> <span class="nf">__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">"schema"</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="../../../code.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">"""</span> |
| <span class="sd"> MySql connection sets autocommit in a different way.</span> |
| <span class="sd"> """</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="../../../code.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">"""</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"> """</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="../../../code.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">"""</span> |
| <span class="sd"> Returns a mysql connection object</span> |
| <span class="sd"> """</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">"user"</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">"passwd"</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">''</span><span class="p">,</span> |
| <span class="s2">"host"</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">'localhost'</span><span class="p">,</span> |
| <span class="s2">"db"</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">''</span> |
| <span class="p">}</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">"port"</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">"port"</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">'charset'</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">"charset"</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">"charset"</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">"charset"</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">'utf8'</span> <span class="ow">or</span>\ |
| <span class="p">(</span><span class="n">conn_config</span><span class="p">[</span><span class="s2">"charset"</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">'utf-8'</span><span class="p">:</span> |
| <span class="n">conn_config</span><span class="p">[</span><span class="s2">"use_unicode"</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">'cursor'</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">"cursor"</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">'sscursor'</span><span class="p">:</span> |
| <span class="n">conn_config</span><span class="p">[</span><span class="s2">"cursorclass"</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">"cursor"</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">'dictcursor'</span><span class="p">:</span> |
| <span class="n">conn_config</span><span class="p">[</span><span class="s2">"cursorclass"</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">"cursor"</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">'ssdictcursor'</span><span class="p">:</span> |
| <span class="n">conn_config</span><span class="p">[</span><span class="s2">"cursorclass"</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">'local_infile'</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">'ssl'</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">'ssl'</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">'ssl'</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">'unix_socket'</span><span class="p">):</span> |
| <span class="n">conn_config</span><span class="p">[</span><span class="s1">'unix_socket'</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">'unix_socket'</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">"local_infile"</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.bulk_load"><a class="viewcode-back" href="../../../code.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">"""</span> |
| <span class="sd"> Loads a tab-delimited file into a database table</span> |
| <span class="sd"> """</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">"""</span> |
| <span class="s2"> LOAD DATA LOCAL INFILE '</span><span class="si">{tmp_file}</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="o">.</span><span class="n">format</span><span class="p">(</span><span class="o">**</span><span class="nb">locals</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="../../../code.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">"""</span> |
| <span class="sd"> Dumps a database table into a tab-delimited file</span> |
| <span class="sd"> """</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">"""</span> |
| <span class="s2"> SELECT * INTO OUTFILE '</span><span class="si">{tmp_file}</span><span class="s2">'</span> |
| <span class="s2"> FROM </span><span class="si">{table}</span><span class="s2"></span> |
| <span class="s2"> """</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="o">**</span><span class="nb">locals</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> |
| <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">"""</span> |
| <span class="sd"> MySQLdb converts an argument to a literal</span> |
| <span class="sd"> when passing those seperately 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"> """</span> |
| |
| <span class="k">return</span> <span class="n">cell</span></div> |
| </pre></div> |
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