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<div class="section" id="working-with-databases-transactions-and-orm-s">
<span id="databases"></span><h1>Working with Databases, Transactions, and ORM’s<a class="headerlink" href="#working-with-databases-transactions-and-orm-s" title="Permalink to this headline">¶</a></h1>
<p>Pecan provides no opinionated support for working with databases, but
it’s easy to hook into your ORM of choice. This article details best
practices for integrating the popular Python ORM, <a class="reference external" href="http://sqlalchemy.org">SQLAlchemy</a>, into
your Pecan project.</p>
<div class="section" id="init-model-and-preparing-your-model">
<span id="init-model"></span><h2><code class="docutils literal"><span class="pre">init_model</span></code> and Preparing Your Model<a class="headerlink" href="#init-model-and-preparing-your-model" title="Permalink to this headline">¶</a></h2>
<p>Pecan’s default quickstart project includes an empty stub directory
for implementing your model as you see fit.</p>
<div class="highlight-default"><div class="highlight"><pre><span></span>.
└── test_project
├── app.py
├── __init__.py
├── controllers
├── model
│ ├── __init__.py
└── templates
</pre></div>
</div>
<p>By default, this module contains a special method, <code class="xref py py-func docutils literal"><span class="pre">init_model()</span></code>.</p>
<div class="highlight-default"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">pecan</span> <span class="k">import</span> <span class="n">conf</span>
<span class="k">def</span> <span class="nf">init_model</span><span class="p">():</span>
<span class="sd">"""</span>
<span class="sd"> This is a stub method which is called at application startup time.</span>
<span class="sd"> If you need to bind to a parsed database configuration, set up tables</span>
<span class="sd"> or ORM classes, or perform any database initialization, this is the</span>
<span class="sd"> recommended place to do it.</span>
<span class="sd"> For more information working with databases, and some common recipes,</span>
<span class="sd"> see https://pecan.readthedocs.io/en/latest/databases.html</span>
<span class="sd"> """</span>
<span class="k">pass</span>
</pre></div>
</div>
<p>The purpose of this method is to determine bindings from your
configuration file and create necessary engines, pools,
etc. according to your ORM or database toolkit of choice.</p>
<p>Additionally, your project’s <code class="xref py py-mod docutils literal"><span class="pre">model</span></code> module can be used to define
functions for common binding operations, such as starting
transactions, committing or rolling back work, and clearing a session.
This is also the location in your project where object and relation
definitions should be defined. Here’s what a sample Pecan
configuration file with database bindings might look like.</p>
<div class="highlight-default"><div class="highlight"><pre><span></span><span class="c1"># Server Specific Configurations</span>
<span class="n">server</span> <span class="o">=</span> <span class="p">{</span>
<span class="o">...</span>
<span class="p">}</span>
<span class="c1"># Pecan Application Configurations</span>
<span class="n">app</span> <span class="o">=</span> <span class="p">{</span>
<span class="o">...</span>
<span class="p">}</span>
<span class="c1"># Bindings and options to pass to SQLAlchemy's ``create_engine``</span>
<span class="n">sqlalchemy</span> <span class="o">=</span> <span class="p">{</span>
<span class="s1">'url'</span> <span class="p">:</span> <span class="s1">'mysql://root:@localhost/dbname?charset=utf8&use_unicode=0'</span><span class="p">,</span>
<span class="s1">'echo'</span> <span class="p">:</span> <span class="kc">False</span><span class="p">,</span>
<span class="s1">'echo_pool'</span> <span class="p">:</span> <span class="kc">False</span><span class="p">,</span>
<span class="s1">'pool_recycle'</span> <span class="p">:</span> <span class="mi">3600</span><span class="p">,</span>
<span class="s1">'encoding'</span> <span class="p">:</span> <span class="s1">'utf-8'</span>
<span class="p">}</span>
</pre></div>
</div>
<p>And a basic model implementation that can be used to configure and
bind using SQLAlchemy.</p>
<div class="highlight-default"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">pecan</span> <span class="k">import</span> <span class="n">conf</span>
<span class="kn">from</span> <span class="nn">sqlalchemy</span> <span class="k">import</span> <span class="n">create_engine</span><span class="p">,</span> <span class="n">MetaData</span>
<span class="kn">from</span> <span class="nn">sqlalchemy.orm</span> <span class="k">import</span> <span class="n">scoped_session</span><span class="p">,</span> <span class="n">sessionmaker</span>
<span class="n">Session</span> <span class="o">=</span> <span class="n">scoped_session</span><span class="p">(</span><span class="n">sessionmaker</span><span class="p">())</span>
<span class="n">metadata</span> <span class="o">=</span> <span class="n">MetaData</span><span class="p">()</span>
<span class="k">def</span> <span class="nf">_engine_from_config</span><span class="p">(</span><span class="n">configuration</span><span class="p">):</span>
<span class="n">configuration</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">configuration</span><span class="p">)</span>
<span class="n">url</span> <span class="o">=</span> <span class="n">configuration</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="s1">'url'</span><span class="p">)</span>
<span class="k">return</span> <span class="n">create_engine</span><span class="p">(</span><span class="n">url</span><span class="p">,</span> <span class="o">**</span><span class="n">configuration</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">init_model</span><span class="p">():</span>
<span class="n">conf</span><span class="o">.</span><span class="n">sqlalchemy</span><span class="o">.</span><span class="n">engine</span> <span class="o">=</span> <span class="n">_engine_from_config</span><span class="p">(</span><span class="n">conf</span><span class="o">.</span><span class="n">sqlalchemy</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">start</span><span class="p">():</span>
<span class="n">Session</span><span class="o">.</span><span class="n">bind</span> <span class="o">=</span> <span class="n">conf</span><span class="o">.</span><span class="n">sqlalchemy</span><span class="o">.</span><span class="n">engine</span>
<span class="n">metadata</span><span class="o">.</span><span class="n">bind</span> <span class="o">=</span> <span class="n">Session</span><span class="o">.</span><span class="n">bind</span>
<span class="k">def</span> <span class="nf">commit</span><span class="p">():</span>
<span class="n">Session</span><span class="o">.</span><span class="n">commit</span><span class="p">()</span>
<span class="k">def</span> <span class="nf">rollback</span><span class="p">():</span>
<span class="n">Session</span><span class="o">.</span><span class="n">rollback</span><span class="p">()</span>
<span class="k">def</span> <span class="nf">clear</span><span class="p">():</span>
<span class="n">Session</span><span class="o">.</span><span class="n">remove</span><span class="p">()</span>
</pre></div>
</div>
</div>
<div class="section" id="binding-within-the-application">
<h2>Binding Within the Application<a class="headerlink" href="#binding-within-the-application" title="Permalink to this headline">¶</a></h2>
<p>There are several approaches to wrapping your application’s requests
with calls to appropriate model function calls. One approach is WSGI
middleware. We also recommend Pecan <a class="reference internal" href="hooks.html#hooks"><span class="std std-ref">Pecan Hooks</span></a>. Pecan comes with
<a class="reference internal" href="pecan_hooks.html#pecan.hooks.TransactionHook" title="pecan.hooks.TransactionHook"><code class="xref py py-class docutils literal"><span class="pre">TransactionHook</span></code></a>, a hook which can be used to wrap
requests in database transactions for you. To use it, simply include it in
your project’s <code class="docutils literal"><span class="pre">app.py</span></code> file and pass it a set of functions related to
database binding.</p>
<div class="highlight-default"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">pecan</span> <span class="k">import</span> <span class="n">conf</span><span class="p">,</span> <span class="n">make_app</span>
<span class="kn">from</span> <span class="nn">pecan.hooks</span> <span class="k">import</span> <span class="n">TransactionHook</span>
<span class="kn">from</span> <span class="nn">test_project</span> <span class="k">import</span> <span class="n">model</span>
<span class="n">app</span> <span class="o">=</span> <span class="n">make_app</span><span class="p">(</span>
<span class="n">conf</span><span class="o">.</span><span class="n">app</span><span class="o">.</span><span class="n">root</span><span class="p">,</span>
<span class="n">static_root</span> <span class="o">=</span> <span class="n">conf</span><span class="o">.</span><span class="n">app</span><span class="o">.</span><span class="n">static_root</span><span class="p">,</span>
<span class="n">template_path</span> <span class="o">=</span> <span class="n">conf</span><span class="o">.</span><span class="n">app</span><span class="o">.</span><span class="n">template_path</span><span class="p">,</span>
<span class="n">debug</span> <span class="o">=</span> <span class="n">conf</span><span class="o">.</span><span class="n">app</span><span class="o">.</span><span class="n">debug</span><span class="p">,</span>
<span class="n">hooks</span> <span class="o">=</span> <span class="p">[</span>
<span class="n">TransactionHook</span><span class="p">(</span>
<span class="n">model</span><span class="o">.</span><span class="n">start</span><span class="p">,</span>
<span class="n">model</span><span class="o">.</span><span class="n">start_read_only</span><span class="p">,</span>
<span class="n">model</span><span class="o">.</span><span class="n">commit</span><span class="p">,</span>
<span class="n">model</span><span class="o">.</span><span class="n">rollback</span><span class="p">,</span>
<span class="n">model</span><span class="o">.</span><span class="n">clear</span>
<span class="p">)</span>
<span class="p">]</span>
<span class="p">)</span>
</pre></div>
</div>
<p>In the above example, on HTTP <code class="docutils literal"><span class="pre">POST</span></code>, <code class="docutils literal"><span class="pre">PUT</span></code>, and <code class="docutils literal"><span class="pre">DELETE</span></code>
requests, <a class="reference internal" href="pecan_hooks.html#pecan.hooks.TransactionHook" title="pecan.hooks.TransactionHook"><code class="xref py py-class docutils literal"><span class="pre">TransactionHook</span></code></a> takes care of the transaction
automatically by following these rules:</p>
<ol class="arabic simple">
<li>Before controller routing has been determined, <code class="xref py py-func docutils literal"><span class="pre">model.start()</span></code>
is called. This function should bind to the appropriate
SQLAlchemy engine and start a transaction.</li>
<li>Controller code is run and returns.</li>
<li>If your controller or template rendering fails and raises an
exception, <code class="xref py py-func docutils literal"><span class="pre">model.rollback()</span></code> is called and the original
exception is re-raised. This allows you to rollback your database
transaction to avoid committing work when exceptions occur in your
application code.</li>
<li>If the controller returns successfully, <code class="xref py py-func docutils literal"><span class="pre">model.commit()</span></code> and
<code class="xref py py-func docutils literal"><span class="pre">model.clear()</span></code> are called.</li>
</ol>
<p>On idempotent operations (like HTTP <code class="docutils literal"><span class="pre">GET</span></code> and <code class="docutils literal"><span class="pre">HEAD</span></code> requests),
<a class="reference internal" href="pecan_hooks.html#pecan.hooks.TransactionHook" title="pecan.hooks.TransactionHook"><code class="xref py py-class docutils literal"><span class="pre">TransactionHook</span></code></a> handles transactions following different
rules.</p>
<ol class="arabic simple">
<li><code class="docutils literal"><span class="pre">model.start_read_only()</span></code> is called. This function should bind
to your SQLAlchemy engine.</li>
<li>Controller code is run and returns.</li>
<li>If the controller returns successfully, <code class="docutils literal"><span class="pre">model.clear()</span></code> is
called.</li>
</ol>
<p>Also note that there is a useful <a class="reference internal" href="pecan_decorators.html#pecan.decorators.after_commit" title="pecan.decorators.after_commit"><code class="xref py py-func docutils literal"><span class="pre">after_commit()</span></code></a>
decorator provided in <a class="reference internal" href="pecan_decorators.html#pecan-decorators"><span class="std std-ref">pecan.decorators – Pecan Decorators</span></a>.</p>
</div>
<div class="section" id="splitting-reads-and-writes">
<h2>Splitting Reads and Writes<a class="headerlink" href="#splitting-reads-and-writes" title="Permalink to this headline">¶</a></h2>
<p>Employing the strategy above with <a class="reference internal" href="pecan_hooks.html#pecan.hooks.TransactionHook" title="pecan.hooks.TransactionHook"><code class="xref py py-class docutils literal"><span class="pre">TransactionHook</span></code></a> makes
it very simple to split database reads and writes based upon HTTP methods
(i.e., GET/HEAD requests are read-only and would potentially be routed
to a read-only database slave, while POST/PUT/DELETE requests require
writing, and would always bind to a master database with read/write
privileges). It’s also possible to extend
<a class="reference internal" href="pecan_hooks.html#pecan.hooks.TransactionHook" title="pecan.hooks.TransactionHook"><code class="xref py py-class docutils literal"><span class="pre">TransactionHook</span></code></a> or write your own hook implementation for
more refined control over where and when database bindings are called.</p>
<p>Assuming a master/standby setup, where the master accepts write requests and
the standby can only get read requests, a Pecan configuration for sqlalchemy
could be:</p>
<div class="highlight-default"><div class="highlight"><pre><span></span><span class="c1"># Server Specific Configurations</span>
<span class="n">server</span> <span class="o">=</span> <span class="p">{</span>
<span class="o">...</span>
<span class="p">}</span>
<span class="c1"># Pecan Application Configurations</span>
<span class="n">app</span> <span class="o">=</span> <span class="p">{</span>
<span class="o">...</span>
<span class="p">}</span>
<span class="c1"># Master database</span>
<span class="n">sqlalchemy_w</span> <span class="o">=</span> <span class="p">{</span>
<span class="s1">'url'</span><span class="p">:</span> <span class="s1">'postgresql+psycopg2://root:@master_host/dbname'</span><span class="p">,</span>
<span class="s1">'pool_recycle'</span><span class="p">:</span> <span class="mi">3600</span><span class="p">,</span>
<span class="s1">'encoding'</span><span class="p">:</span> <span class="s1">'utf-8'</span>
<span class="p">}</span>
<span class="c1"># Read Only database</span>
<span class="n">sqlalchemy_ro</span> <span class="o">=</span> <span class="p">{</span>
<span class="s1">'url'</span><span class="p">:</span> <span class="s1">'postgresql+psycopg2://root:@standby_host/dbname'</span><span class="p">,</span>
<span class="s1">'pool_recycle'</span><span class="p">:</span> <span class="mi">3600</span><span class="p">,</span>
<span class="s1">'encoding'</span><span class="p">:</span> <span class="s1">'utf-8'</span>
<span class="p">}</span>
</pre></div>
</div>
<p>Given the unique configuration settings for each database, the bindings would
need to change from what Pecan’s default quickstart provides (see
<a class="reference internal" href="#init-model"><span class="std std-ref">init_model and Preparing Your Model</span></a> section) to accommodate for both write and read only
requests:</p>
<div class="highlight-default"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">pecan</span> <span class="k">import</span> <span class="n">conf</span>
<span class="kn">from</span> <span class="nn">sqlalchemy</span> <span class="k">import</span> <span class="n">create_engine</span><span class="p">,</span> <span class="n">MetaData</span>
<span class="kn">from</span> <span class="nn">sqlalchemy.orm</span> <span class="k">import</span> <span class="n">scoped_session</span><span class="p">,</span> <span class="n">sessionmaker</span>
<span class="n">Session</span> <span class="o">=</span> <span class="n">scoped_session</span><span class="p">(</span><span class="n">sessionmaker</span><span class="p">())</span>
<span class="n">metadata</span> <span class="o">=</span> <span class="n">MetaData</span><span class="p">()</span>
<span class="k">def</span> <span class="nf">init_model</span><span class="p">():</span>
<span class="n">conf</span><span class="o">.</span><span class="n">sqlalchemy_w</span><span class="o">.</span><span class="n">engine</span> <span class="o">=</span> <span class="n">_engine_from_config</span><span class="p">(</span><span class="n">conf</span><span class="o">.</span><span class="n">sqlalchemy_w</span><span class="p">)</span>
<span class="n">conf</span><span class="o">.</span><span class="n">sqlalchemy_ro</span><span class="o">.</span><span class="n">engine</span> <span class="o">=</span> <span class="n">_engine_from_config</span><span class="p">(</span><span class="n">conf</span><span class="o">.</span><span class="n">sqlalchemy_ro</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">_engine_from_config</span><span class="p">(</span><span class="n">configuration</span><span class="p">):</span>
<span class="n">configuration</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">configuration</span><span class="p">)</span>
<span class="n">url</span> <span class="o">=</span> <span class="n">configuration</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="s1">'url'</span><span class="p">)</span>
<span class="k">return</span> <span class="n">create_engine</span><span class="p">(</span><span class="n">url</span><span class="p">,</span> <span class="o">**</span><span class="n">configuration</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">start</span><span class="p">():</span>
<span class="n">Session</span><span class="o">.</span><span class="n">bind</span> <span class="o">=</span> <span class="n">conf</span><span class="o">.</span><span class="n">sqlalchemy_w</span><span class="o">.</span><span class="n">engine</span>
<span class="n">metadata</span><span class="o">.</span><span class="n">bind</span> <span class="o">=</span> <span class="n">conf</span><span class="o">.</span><span class="n">sqlalchemy_w</span><span class="o">.</span><span class="n">engine</span>
<span class="k">def</span> <span class="nf">start_read_only</span><span class="p">():</span>
<span class="n">Session</span><span class="o">.</span><span class="n">bind</span> <span class="o">=</span> <span class="n">conf</span><span class="o">.</span><span class="n">sqlalchemy_ro</span><span class="o">.</span><span class="n">engine</span>
<span class="n">metadata</span><span class="o">.</span><span class="n">bind</span> <span class="o">=</span> <span class="n">conf</span><span class="o">.</span><span class="n">sqlalchemy_ro</span><span class="o">.</span><span class="n">engine</span>
<span class="k">def</span> <span class="nf">commit</span><span class="p">():</span>
<span class="n">Session</span><span class="o">.</span><span class="n">commit</span><span class="p">()</span>
<span class="k">def</span> <span class="nf">rollback</span><span class="p">():</span>
<span class="n">Session</span><span class="o">.</span><span class="n">rollback</span><span class="p">()</span>
<span class="k">def</span> <span class="nf">clear</span><span class="p">():</span>
<span class="n">Session</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
<span class="k">def</span> <span class="nf">flush</span><span class="p">():</span>
<span class="n">Session</span><span class="o">.</span><span class="n">flush</span><span class="p">()</span>
</pre></div>
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<li><a class="reference internal" href="#">Working with Databases, Transactions, and ORM’s</a><ul>
<li><a class="reference internal" href="#init-model-and-preparing-your-model"><code class="docutils literal"><span class="pre">init_model</span></code> and Preparing Your Model</a></li>
<li><a class="reference internal" href="#binding-within-the-application">Binding Within the Application</a></li>
<li><a class="reference internal" href="#splitting-reads-and-writes">Splitting Reads and Writes</a></li>
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