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<!DOCTYPE html>
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<meta name="description" content="Use python-json-logger package to output JSON log with Django">
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<title>Django JSON logging - Thomas Loiret - Random thoughts</title>
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<h1 itemprop="name">Django JSON logging</h1>
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Thomas Loiret
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<span class="meta__date" itemprop="datePublished" content="2020-04-04">
<span class="glyphicon glyphicon-calendar"></span> Sat 04 April 2020
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<p>First install the dependency. No need to add it in Django's <code>INSTALLED_APPS</code>.</p>
<div class="highlight"><pre><span></span><code><span class="n">python</span> <span class="o">-</span><span class="n">m</span> <span class="n">pip</span> <span class="n">install</span> <span class="n">python</span><span class="o">-</span><span class="n">json</span><span class="o">-</span><span class="n">logger</span>
</code></pre></div>
<p>Then, add the logging configuration. In my case, I configured the logger for the <code>polls</code> app. You will need to change that value according to your setup.</p>
<div class="highlight"><pre><span></span><code><span class="n">LOGGING</span> <span class="o">=</span> <span class="p">{</span>
<span class="s2">"version"</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
<span class="s2">"disable_existing_loggers"</span><span class="p">:</span> <span class="kc">False</span><span class="p">,</span>
<span class="s2">"formatters"</span><span class="p">:</span> <span class="p">{</span><span class="s2">"json"</span><span class="p">:</span> <span class="p">{</span><span class="s2">"()"</span><span class="p">:</span> <span class="s2">"pythonjsonlogger.jsonlogger.JsonFormatter"</span><span class="p">}},</span>
<span class="s2">"handlers"</span><span class="p">:</span> <span class="p">{</span>
<span class="s2">"console"</span><span class="p">:</span> <span class="p">{</span>
<span class="s2">"class"</span><span class="p">:</span> <span class="s2">"logging.StreamHandler"</span><span class="p">,</span>
<span class="s2">"formatter"</span><span class="p">:</span> <span class="s2">"json"</span><span class="p">,</span>
<span class="p">}</span>
<span class="p">},</span>
<span class="s2">"loggers"</span><span class="p">:</span> <span class="p">{</span><span class="s2">"polls"</span><span class="p">:</span> <span class="p">{</span><span class="s2">"handlers"</span><span class="p">:</span> <span class="p">[</span><span class="s2">"console"</span><span class="p">],</span> <span class="s2">"level"</span><span class="p">:</span> <span class="s2">"INFO"</span><span class="p">}},</span>
<span class="p">}</span>
</code></pre></div>
<p>That's all! You can now log with JSON output. One of the most useful thing is to pass <code>extra</code> parameter to have more meaningful logs. Here is a simple example:</p>
<div class="highlight"><pre><span></span><code><span class="kn">import</span> <span class="nn">logging</span>
<span class="kn">from</span> <span class="nn">django.http</span> <span class="kn">import</span> <span class="n">HttpResponse</span>
<span class="n">log</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">(</span><span class="vm">__name__</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">index</span><span class="p">(</span><span class="n">request</span><span class="p">):</span>
<span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">"Something is happening"</span><span class="p">,</span> <span class="n">extra</span><span class="o">=</span><span class="p">{</span><span class="s2">"user"</span><span class="p">:</span> <span class="n">request</span><span class="o">.</span><span class="n">user</span><span class="o">.</span><span class="n">pk</span><span class="p">})</span>
<span class="k">return</span> <span class="n">HttpResponse</span><span class="p">(</span><span class="s2">"Hello, world."</span><span class="p">)</span>
</code></pre></div>
<p>With our example, the output will look like this:</p>
<div class="highlight"><pre><span></span><code><span class="p">{</span><span class="nt">"message"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Something is happening"</span><span class="p">,</span><span class="w"> </span><span class="nt">"user"</span><span class="p">:</span><span class="w"> </span><span class="mi">1</span><span class="p">}</span>
</code></pre></div>
<h2>Bonus: set a log level</h2>
<p>With the previous settings, you can now log in JSON, but you lost the level information. According to your log tool, you will need to provide level according to their documentation. You will find bellow the configuration to add the log level/severity for Google App Engine (GAE).</p>
<div class="highlight"><pre><span></span><code><span class="n">LOGGING</span> <span class="o">=</span> <span class="p">{</span>
<span class="s2">"version"</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
<span class="s2">"disable_existing_loggers"</span><span class="p">:</span> <span class="kc">False</span><span class="p">,</span>
<span class="s2">"filters"</span><span class="p">:</span> <span class="p">{</span><span class="s2">"add_gae_log_level"</span><span class="p">:</span> <span class="p">{</span><span class="s2">"()"</span><span class="p">:</span> <span class="s2">"polls.logging.AddGaeSeverityLevel"</span><span class="p">}},</span>
<span class="s2">"formatters"</span><span class="p">:</span> <span class="p">{</span><span class="s2">"json"</span><span class="p">:</span> <span class="p">{</span><span class="s2">"()"</span><span class="p">:</span> <span class="s2">"pythonjsonlogger.jsonlogger.JsonFormatter"</span><span class="p">}},</span>
<span class="s2">"handlers"</span><span class="p">:</span> <span class="p">{</span>
<span class="s2">"console"</span><span class="p">:</span> <span class="p">{</span>
<span class="s2">"class"</span><span class="p">:</span> <span class="s2">"logging.StreamHandler"</span><span class="p">,</span>
<span class="s2">"formatter"</span><span class="p">:</span> <span class="s2">"json"</span><span class="p">,</span>
<span class="s2">"filters"</span><span class="p">:</span> <span class="p">[</span><span class="s2">"add_gae_log_level"</span><span class="p">],</span>
<span class="p">}</span>
<span class="p">},</span>
<span class="s2">"loggers"</span><span class="p">:</span> <span class="p">{</span><span class="s2">"polls"</span><span class="p">:</span> <span class="p">{</span><span class="s2">"handlers"</span><span class="p">:</span> <span class="p">[</span><span class="s2">"console"</span><span class="p">],</span> <span class="s2">"level"</span><span class="p">:</span> <span class="s2">"INFO"</span><span class="p">}},</span>
<span class="p">}</span>
</code></pre></div>
<p>And in <code>polls/logging.py</code>:</p>
<div class="highlight"><pre><span></span><code><span class="kn">import</span> <span class="nn">logging</span>
<span class="c1"># https://cloud.google.com/logging/docs/reference/v2/rest/v2/LogEntry#logseverity</span>
<span class="n">SEVERITY_LEVELS</span> <span class="o">=</span> <span class="p">{</span>
<span class="s2">"DEBUG"</span><span class="p">:</span> <span class="mi">100</span><span class="p">,</span>
<span class="s2">"INFO"</span><span class="p">:</span> <span class="mi">200</span><span class="p">,</span>
<span class="s2">"WARNING"</span><span class="p">:</span> <span class="mi">400</span><span class="p">,</span>
<span class="s2">"ERROR"</span><span class="p">:</span> <span class="mi">500</span><span class="p">,</span>
<span class="s2">"CRITICAL"</span><span class="p">:</span> <span class="mi">600</span><span class="p">,</span>
<span class="p">}</span>
<span class="k">class</span> <span class="nc">AddGaeSeverityLevel</span><span class="p">(</span><span class="n">logging</span><span class="o">.</span><span class="n">Filter</span><span class="p">):</span>
<span class="k">def</span> <span class="nf">filter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">record</span><span class="p">):</span>
<span class="n">record</span><span class="o">.</span><span class="n">severity</span> <span class="o">=</span> <span class="n">SEVERITY_LEVELS</span><span class="p">[</span><span class="n">record</span><span class="o">.</span><span class="n">levelname</span><span class="p">]</span>
<span class="k">return</span> <span class="kc">True</span>
</code></pre></div>
<p>Our example for before will now have the following outout:</p>
<div class="highlight"><pre><span></span><code><span class="p">{</span><span class="nt">"message"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Something is happening"</span><span class="p">,</span><span class="w"> </span><span class="nt">"user"</span><span class="p">:</span><span class="w"> </span><span class="mi">1</span><span class="p">,</span><span class="w"> </span><span class="nt">"severity"</span><span class="p">:</span><span class="w"> </span><span class="mi">200</span><span class="p">}</span>
</code></pre></div>
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