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<div class="section" id="data-structures">
<h1>Data structures<a class="headerlink" href="#data-structures" title="Permalink to this headline">¶</a></h1>
<p>A data returned from successful API calls are transformed and presented to you as a Munch (it is a subclass of a
<code class="docutils literal notranslate"><span class="pre">dict</span></code> with all its features, with an additional support of accessing its attributes like object properties, etc).
This page shows how to work with the results, how to access the original responses from frontend and what are the
specifics for lists of results.</p>
<p>First, let’s just initialize an API client, and obtain some object (in this example a build) to be examined.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">copr.v3</span> <span class="k">import</span> <span class="n">Client</span>
<span class="n">client</span> <span class="o">=</span> <span class="n">Client</span><span class="o">.</span><span class="n">create_from_config_file</span><span class="p">()</span>
<span class="n">build</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">build_proxy</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="mi">2545</span><span class="p">)</span>
<span class="n">pprint</span><span class="p">(</span><span class="n">build</span><span class="p">)</span>
</pre></div>
</div>
<p>As advertised, the data is represented as a Munch.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Munch</span><span class="p">({</span><span class="sa">u</span><span class="s1">'source_package'</span><span class="p">:</span> <span class="p">{</span><span class="sa">u</span><span class="s1">'url'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'http://backend/results//@copr/copr/srpm-builds/00002545/ed-1.14.2-3.fc26.src.rpm'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'version'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'1.14.2-3.fc26'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'name'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'ed'</span><span class="p">},</span> <span class="s1">'__response__'</span><span class="p">:</span> <span class="o"><</span><span class="n">Response</span> <span class="p">[</span><span class="mi">200</span><span class="p">]</span><span class="o">></span><span class="p">,</span> <span class="sa">u</span><span class="s1">'projectname'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'copr'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'started_on'</span><span class="p">:</span> <span class="mi">1526406595</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'submitted_on'</span><span class="p">:</span> <span class="mi">1525635534</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'state'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'succeeded'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'ended_on'</span><span class="p">:</span> <span class="mi">1526408106</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'ownername'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'@copr'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'repo_url'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'http://backend/results/@copr/copr'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'submitter'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'frostyx'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'chroots'</span><span class="p">:</span> <span class="p">[</span><span class="sa">u</span><span class="s1">'fedora-27-x86_64'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'fedora-rawhide-x86_64'</span><span class="p">],</span> <span class="sa">u</span><span class="s1">'id'</span><span class="p">:</span> <span class="mi">2545</span><span class="p">})</span>
</pre></div>
</div>
<p>What exactly it is? It is a structure that extends <code class="docutils literal notranslate"><span class="pre">dict</span></code> and add more features to it.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="nb">type</span><span class="p">(</span><span class="n">build</span><span class="p">))</span>
<span class="nb">print</span><span class="p">(</span><span class="nb">isinstance</span><span class="p">(</span><span class="n">build</span><span class="p">,</span> <span class="nb">dict</span><span class="p">))</span>
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><class 'munch.Munch'>
True
</pre></div>
</div>
<p>In the first example, it is quite hard to see, what attributes are available and what are their values. It is possible
to print the structure in more human-readable format.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">pprint</span> <span class="k">import</span> <span class="n">pprint</span>
<span class="n">pprint</span><span class="p">(</span><span class="nb">dict</span><span class="p">(</span><span class="n">build</span><span class="p">))</span>
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="p">{</span><span class="s1">'__response__'</span><span class="p">:</span> <span class="o"><</span><span class="n">Response</span> <span class="p">[</span><span class="mi">200</span><span class="p">]</span><span class="o">></span><span class="p">,</span>
<span class="sa">u</span><span class="s1">'chroots'</span><span class="p">:</span> <span class="p">[</span><span class="sa">u</span><span class="s1">'fedora-27-x86_64'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'fedora-rawhide-x86_64'</span><span class="p">],</span>
<span class="sa">u</span><span class="s1">'ended_on'</span><span class="p">:</span> <span class="mi">1526408106</span><span class="p">,</span>
<span class="sa">u</span><span class="s1">'id'</span><span class="p">:</span> <span class="mi">2545</span><span class="p">,</span>
<span class="sa">u</span><span class="s1">'ownername'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'@copr'</span><span class="p">,</span>
<span class="sa">u</span><span class="s1">'projectname'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'copr'</span><span class="p">,</span>
<span class="sa">u</span><span class="s1">'repo_url'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'http://backend/results/@copr/foo'</span><span class="p">,</span>
<span class="sa">u</span><span class="s1">'source_package'</span><span class="p">:</span> <span class="p">{</span><span class="sa">u</span><span class="s1">'name'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'ed'</span><span class="p">,</span>
<span class="sa">u</span><span class="s1">'url'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'http://backend/results//@copr/copr/srpm-builds/00002545/ed-1.14.2-3.fc26.src.rpm'</span><span class="p">,</span>
<span class="sa">u</span><span class="s1">'version'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'1.14.2-3.fc26'</span><span class="p">},</span>
<span class="sa">u</span><span class="s1">'started_on'</span><span class="p">:</span> <span class="mi">1526406595</span><span class="p">,</span>
<span class="sa">u</span><span class="s1">'state'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'succeeded'</span><span class="p">,</span>
<span class="sa">u</span><span class="s1">'submitted_on'</span><span class="p">:</span> <span class="mi">1525635534</span><span class="p">,</span>
<span class="sa">u</span><span class="s1">'submitter'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'frostyx'</span><span class="p">}</span>
</pre></div>
</div>
<p>Attributes are accessible through standard dict bracket-style, but also through object like property-style.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="k">assert</span> <span class="n">build</span><span class="o">.</span><span class="n">ownername</span> <span class="o">==</span> <span class="n">build</span><span class="p">[</span><span class="s2">"ownername"</span><span class="p">]</span>
<span class="nb">print</span><span class="p">(</span><span class="n">build</span><span class="o">.</span><span class="n">ownername</span><span class="p">)</span>
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="nd">@copr</span>
</pre></div>
</div>
<p>Every data munch also stores the original response from frontend.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">build</span><span class="o">.</span><span class="n">__response__</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="nb">type</span><span class="p">(</span><span class="n">build</span><span class="o">.</span><span class="n">__response__</span><span class="p">))</span>
<span class="nb">print</span><span class="p">(</span><span class="n">build</span><span class="o">.</span><span class="n">__response__</span><span class="o">.</span><span class="n">status_code</span><span class="p">)</span>
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o"><</span><span class="n">Response</span> <span class="p">[</span><span class="mi">200</span><span class="p">]</span><span class="o">></span>
<span class="n">requests</span><span class="o">.</span><span class="n">models</span><span class="o">.</span><span class="n">Response</span>
<span class="mi">200</span>
</pre></div>
</div>
<div class="section" id="lists-of-objects">
<h2>Lists of objects<a class="headerlink" href="#lists-of-objects" title="Permalink to this headline">¶</a></h2>
<p>Now, it should be clear how a single data object is represented. Let’s see how the situation looks like
when multiple objects are returned.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">builds</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">build_proxy</span><span class="o">.</span><span class="n">get_list</span><span class="p">(</span><span class="s2">"@copr"</span><span class="p">,</span> <span class="s2">"copr"</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="n">builds</span><span class="p">)</span>
</pre></div>
</div>
<p>At the first sight, it is just a list of munches.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="p">[</span><span class="n">Munch</span><span class="p">({</span><span class="sa">u</span><span class="s1">'source_package'</span><span class="p">:</span> <span class="p">{</span><span class="sa">u</span><span class="s1">'url'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'http://backend/results//@copr/copr/srpm-builds/00002544/mksh-56c-3.fc26.src.rpm'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'version'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'56c-3.fc26'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'name'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'mksh'</span><span class="p">},</span> <span class="sa">u</span><span class="s1">'projectname'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'copr'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'started_on'</span><span class="p">:</span> <span class="mi">1519063348</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'submitted_on'</span><span class="p">:</span> <span class="mi">1519062565</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'state'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'succeeded'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'ended_on'</span><span class="p">:</span> <span class="mi">1519064069</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'ownername'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'frostyx'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'repo_url'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'http://backend/results/@copr/copr'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'submitter'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'frostyx'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'chroots'</span><span class="p">:</span> <span class="p">[</span><span class="sa">u</span><span class="s1">'fedora-rawhide-i386'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'fedora-rawhide-x86_64'</span><span class="p">],</span> <span class="sa">u</span><span class="s1">'id'</span><span class="p">:</span> <span class="mi">2544</span><span class="p">}),</span>
<span class="n">Munch</span><span class="p">({</span><span class="sa">u</span><span class="s1">'source_package'</span><span class="p">:</span> <span class="p">{</span><span class="sa">u</span><span class="s1">'url'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'http://backend/results//@copr/copr/srpm-builds/00002545/ed-1.14.2-3.fc26.src.rpm'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'version'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'1.14.2-3.fc26'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'name'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'ed'</span><span class="p">},</span> <span class="sa">u</span><span class="s1">'projectname'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'copr'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'started_on'</span><span class="p">:</span> <span class="mi">1526406595</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'submitted_on'</span><span class="p">:</span> <span class="mi">1525635534</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'state'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'succeeded'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'ended_on'</span><span class="p">:</span> <span class="mi">1526408106</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'ownername'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'@copr'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'repo_url'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'http://backend/results/@copr/copr'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'submitter'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'frostyx'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'chroots'</span><span class="p">:</span> <span class="p">[</span><span class="sa">u</span><span class="s1">'fedora-27-x86_64'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'fedora-rawhide-x86_64'</span><span class="p">],</span> <span class="sa">u</span><span class="s1">'id'</span><span class="p">:</span> <span class="mi">2545</span><span class="p">})]</span>
</pre></div>
</div>
<p>Not exactly. It is a subclass of a <code class="docutils literal notranslate"><span class="pre">list</span></code> created in the <code class="docutils literal notranslate"><span class="pre">copr</span></code> package.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="nb">type</span><span class="p">(</span><span class="n">builds</span><span class="p">))</span>
<span class="nb">print</span><span class="p">(</span><span class="nb">isinstance</span><span class="p">(</span><span class="n">builds</span><span class="p">,</span> <span class="nb">list</span><span class="p">))</span>
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><class 'copr.v3.helpers.List'>
True
</pre></div>
</div>
<p>Let’s answer the anticipated question, why do we need a modified implementation of a list. It can provide the frontned
response in a <code class="docutils literal notranslate"><span class="pre">__response__</span></code> attribute the same way that single munch does.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">builds</span><span class="o">.</span><span class="n">__response__</span><span class="p">)</span>
<span class="o"><</span><span class="n">Response</span> <span class="p">[</span><span class="mi">200</span><span class="p">]</span><span class="o">></span>
</pre></div>
</div>
<p>It also provides a <code class="docutils literal notranslate"><span class="pre">meta</span></code> attribute, that has information about ordering results in the list and possibly limiting
their number. Please read more about the pagination.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">builds</span><span class="o">.</span><span class="n">meta</span><span class="p">)</span>
<span class="n">Munch</span><span class="p">({</span><span class="sa">u</span><span class="s1">'offset'</span><span class="p">:</span> <span class="mi">0</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'limit'</span><span class="p">:</span> <span class="kc">None</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'order_type'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'ASC'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'order'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'id'</span><span class="p">})</span>
</pre></div>
</div>
<p>Iterating through all objects in the response looks as expected.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="k">for</span> <span class="n">build</span> <span class="ow">in</span> <span class="n">builds</span><span class="p">:</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">"Build </span><span class="si">{}</span><span class="s2"> </span><span class="si">{}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">build</span><span class="o">.</span><span class="n">id</span><span class="p">,</span> <span class="n">build</span><span class="o">.</span><span class="n">state</span><span class="p">))</span>
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Build</span> <span class="mi">2544</span> <span class="n">succeeded</span>
<span class="n">Build</span> <span class="mi">2545</span> <span class="n">succeeded</span>
</pre></div>
</div>
</div>
<div class="section" id="modifying-data">
<h2>Modifying data<a class="headerlink" href="#modifying-data" title="Permalink to this headline">¶</a></h2>
<p>Previous examples show the data structures when the object was explicitly queried
(i.e. <code class="docutils literal notranslate"><span class="pre">get</span></code> or <code class="docutils literal notranslate"><span class="pre">get_list</span></code> method was used). It remains to be explained, how the responses look like when a user
tries to add, modify, or delete some object. Simply enough, the operation is executed and the object is implicitly
queried afterward.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">build</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">build_proxy</span><span class="o">.</span><span class="n">delete</span><span class="p">(</span><span class="mi">2545</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="n">build</span><span class="p">)</span>
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Munch</span><span class="p">({</span><span class="sa">u</span><span class="s1">'source_package'</span><span class="p">:</span> <span class="p">{</span><span class="sa">u</span><span class="s1">'url'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'http://backend/results//@copr/copr/srpm-builds/00002545/ed-1.14.2-3.fc26.src.rpm'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'version'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'1.14.2-3.fc26'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'name'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'ed'</span><span class="p">},</span> <span class="sa">u</span><span class="s1">'projectname'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'copr'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'started_on'</span><span class="p">:</span> <span class="mi">1526406595</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'submitted_on'</span><span class="p">:</span> <span class="mi">1525635534</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'state'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'succeeded'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'ended_on'</span><span class="p">:</span> <span class="mi">1526408106</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'ownername'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'@copr'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'repo_url'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'http://backend/results/@copr/copr'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'submitter'</span><span class="p">:</span> <span class="sa">u</span><span class="s1">'frostyx'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'chroots'</span><span class="p">:</span> <span class="p">[</span><span class="sa">u</span><span class="s1">'fedora-27-x86_64'</span><span class="p">,</span> <span class="sa">u</span><span class="s1">'fedora-rawhide-x86_64'</span><span class="p">],</span> <span class="sa">u</span><span class="s1">'id'</span><span class="p">:</span> <span class="mi">2545</span><span class="p">})</span>
</pre></div>
</div>
<p>The object was deleted, so it obviously can’t be queried one more time</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">client</span><span class="o">.</span><span class="n">build_proxy</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">build</span><span class="o">.</span><span class="n">id</span><span class="p">)</span>
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">CoprNoResultException</span><span class="p">:</span> <span class="n">Build</span> <span class="mi">2545</span> <span class="n">does</span> <span class="ow">not</span> <span class="n">exist</span><span class="o">.</span>
</pre></div>
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