docs: collect refreshed mongo-ops wiki site (API-correct overhaul, v0.1.5)

This commit is contained in:
2026-09-14 13:46:11 +05:30
parent bbd9863d23
commit f406aa2f21
24 changed files with 2880 additions and 1525 deletions

View File

@@ -74,7 +74,7 @@
<div data-md-component="skip">
<a href="#use-case-13-declaring-indexes-singlefield-composite-unique" class="md-skip">
<a href="#use-case-13-declaring-indexes-single-field-composite-unique" class="md-skip">
Skip to content
</a>
@@ -457,7 +457,7 @@
<span class="md-ellipsis">
02 components
Core Components
</span>
@@ -851,7 +851,7 @@
<li class="md-nav__item">
<a href="#whats-new" class="md-nav__link">
<span class="md-ellipsis">
📦 What’s New?
📦 What's New?
</span>
</a>
@@ -873,6 +873,15 @@
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#related" class="md-nav__link">
<span class="md-ellipsis">
Related
</span>
</a>
</li>
</ul>
@@ -1026,11 +1035,10 @@
<h1 id="use-case-13-declaring-indexes-singlefield-composite-unique">Use Case 13: Declaring Indexes (Single‑field, Composite, Unique)</h1>
<p><strong>Scenario:</strong>
You want to ensure your collection has the right indexes for fast queries and data integrity. This doc shows how to register models with different index configurations using <code>ModelRegistry.register</code> and have them created automatically during startup.</p>
<h1 id="use-case-13-declaring-indexes-single-field-composite-unique">Use Case 13: Declaring Indexes (Single-Field, Composite, Unique)</h1>
<p><strong>Scenario:</strong> Ensure each collection has the right indexes for fast queries and data integrity — declared in one place and created at startup.</p>
<hr />
<h2 id="whats-new">📦 What’s New?</h2>
<h2 id="whats-new">📦 What's New?</h2>
<table>
<thead>
<tr>
@@ -1040,87 +1048,93 @@ You want to ensure your collection has the right indexes for fast queries and da
</thead>
<tbody>
<tr>
<td><code>ModelRegistry.register</code> (indexes argument)</td>
<td>Accepts a list of index specifications. Each spec can be a tuple <code>(field, direction)</code> or a full dict with <code>keys</code> and optional options (e.g., <code>unique</code>).</td>
<td><code>ModelRegistry.register(indexes=...)</code></td>
<td>Each spec is passed <strong>as-is</strong> to pymongo <code>create_index</code>. Supported forms: tuple <code>("field", direction)</code>, compound list <code>[("a", 1), ("b", -1)]</code>, or a dict with <code>keys</code> + <code>options</code>.</td>
</tr>
<tr>
<td><code>ModelRegistry.initialize_all</code></td>
<td>Scans all registered collections and creates the defined indexes on application start‑up.</td>
<td>Creates every registered index during startup (idempotent — <code>create_index</code> skips existing indexes).</td>
</tr>
</tbody>
</table>
<hr />
<h2 id="example">🚀 Example</h2>
<div class="language-python highlight"><span class="filename">Python</span><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a><span class="kn">from</span><span class="w"> </span><span class="nn">mongo_ops</span><span class="w"> </span><span class="kn">import</span> <span class="n">ModelRegistry</span><span class="p">,</span> <span class="n">BaseDocument</span>
<a id="__codelineno-0-2" name="__codelineno-0-2" href="#__codelineno-0-2"></a><span class="kn">from</span><span class="w"> </span><span class="nn">pymongo</span><span class="w"> </span><span class="kn">import</span> <span class="n">ASCENDING</span><span class="p">,</span> <span class="n">DESCENDING</span>
<a id="__codelineno-0-3" name="__codelineno-0-3" href="#__codelineno-0-3"></a>
<a id="__codelineno-0-4" name="__codelineno-0-4" href="#__codelineno-0-4"></a><span class="c1"># ----------------------------------------------------------------------</span>
<a id="__codelineno-0-5" name="__codelineno-0-5" href="#__codelineno-0-5"></a><span class="c1"># 1️⃣ Simple single‑field index (e.g., email lookup)</span>
<a id="__codelineno-0-6" name="__codelineno-0-6" href="#__codelineno-0-6"></a><span class="c1"># ----------------------------------------------------------------------</span>
<div class="language-python highlight"><span class="filename">Python</span><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a><span class="kn">from</span><span class="w"> </span><span class="nn">contextlib</span><span class="w"> </span><span class="kn">import</span> <span class="n">asynccontextmanager</span>
<a id="__codelineno-0-2" name="__codelineno-0-2" href="#__codelineno-0-2"></a>
<a id="__codelineno-0-3" name="__codelineno-0-3" href="#__codelineno-0-3"></a><span class="kn">from</span><span class="w"> </span><span class="nn">pymongo</span><span class="w"> </span><span class="kn">import</span> <span class="n">ASCENDING</span><span class="p">,</span> <span class="n">DESCENDING</span>
<a id="__codelineno-0-4" name="__codelineno-0-4" href="#__codelineno-0-4"></a><span class="kn">from</span><span class="w"> </span><span class="nn">mongo_ops</span><span class="w"> </span><span class="kn">import</span> <span class="n">BaseDocument</span><span class="p">,</span> <span class="n">ModelRegistry</span><span class="p">,</span> <span class="n">MongoConnectionManager</span>
<a id="__codelineno-0-5" name="__codelineno-0-5" href="#__codelineno-0-5"></a>
<a id="__codelineno-0-6" name="__codelineno-0-6" href="#__codelineno-0-6"></a>
<a id="__codelineno-0-7" name="__codelineno-0-7" href="#__codelineno-0-7"></a><span class="k">class</span><span class="w"> </span><span class="nc">User</span><span class="p">(</span><span class="n">BaseDocument</span><span class="p">):</span>
<a id="__codelineno-0-8" name="__codelineno-0-8" href="#__codelineno-0-8"></a> <span class="n">username</span><span class="p">:</span> <span class="nb">str</span>
<a id="__codelineno-0-9" name="__codelineno-0-9" href="#__codelineno-0-9"></a> <span class="n">email</span><span class="p">:</span> <span class="nb">str</span>
<a id="__codelineno-0-8" name="__codelineno-0-8" href="#__codelineno-0-8"></a> <span class="n">username</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
<a id="__codelineno-0-9" name="__codelineno-0-9" href="#__codelineno-0-9"></a> <span class="n">email</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
<a id="__codelineno-0-10" name="__codelineno-0-10" href="#__codelineno-0-10"></a>
<a id="__codelineno-0-11" name="__codelineno-0-11" href="#__codelineno-0-11"></a><span class="n">ModelRegistry</span><span class="o">.</span><span class="n">register</span><span class="p">(</span>
<a id="__codelineno-0-12" name="__codelineno-0-12" href="#__codelineno-0-12"></a> <span class="n">collection_name</span><span class="o">=</span><span class="s2">&quot;users&quot;</span><span class="p">,</span>
<a id="__codelineno-0-13" name="__codelineno-0-13" href="#__codelineno-0-13"></a> <span class="n">model</span><span class="o">=</span><span class="n">User</span><span class="p">,</span>
<a id="__codelineno-0-14" name="__codelineno-0-14" href="#__codelineno-0-14"></a> <span class="n">indexes</span><span class="o">=</span><span class="p">[(</span><span class="s2">&quot;email&quot;</span><span class="p">,</span> <span class="n">ASCENDING</span><span class="p">)],</span> <span class="c1"># creates an index on &quot;email&quot;</span>
<a id="__codelineno-0-15" name="__codelineno-0-15" href="#__codelineno-0-15"></a><span class="p">)</span>
<a id="__codelineno-0-11" name="__codelineno-0-11" href="#__codelineno-0-11"></a>
<a id="__codelineno-0-12" name="__codelineno-0-12" href="#__codelineno-0-12"></a><span class="k">class</span><span class="w"> </span><span class="nc">BlogPost</span><span class="p">(</span><span class="n">BaseDocument</span><span class="p">):</span>
<a id="__codelineno-0-13" name="__codelineno-0-13" href="#__codelineno-0-13"></a> <span class="n">author_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
<a id="__codelineno-0-14" name="__codelineno-0-14" href="#__codelineno-0-14"></a> <span class="n">created_at</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
<a id="__codelineno-0-15" name="__codelineno-0-15" href="#__codelineno-0-15"></a> <span class="n">title</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
<a id="__codelineno-0-16" name="__codelineno-0-16" href="#__codelineno-0-16"></a>
<a id="__codelineno-0-17" name="__codelineno-0-17" href="#__codelineno-0-17"></a><span class="c1"># ----------------------------------------------------------------------</span>
<a id="__codelineno-0-18" name="__codelineno-0-18" href="#__codelineno-0-18"></a><span class="c1"># 2️⃣ Composite index (e.g., queries filtering by user and creation date)</span>
<a id="__codelineno-0-19" name="__codelineno-0-19" href="#__codelineno-0-19"></a><span class="c1"># ----------------------------------------------------------------------</span>
<a id="__codelineno-0-20" name="__codelineno-0-20" href="#__codelineno-0-20"></a><span class="k">class</span><span class="w"> </span><span class="nc">BlogPost</span><span class="p">(</span><span class="n">BaseDocument</span><span class="p">):</span>
<a id="__codelineno-0-21" name="__codelineno-0-21" href="#__codelineno-0-21"></a> <span class="n">author_id</span><span class="p">:</span> <span class="nb">str</span>
<a id="__codelineno-0-22" name="__codelineno-0-22" href="#__codelineno-0-22"></a> <span class="n">created_at</span><span class="p">:</span> <span class="nb">str</span>
<a id="__codelineno-0-23" name="__codelineno-0-23" href="#__codelineno-0-23"></a> <span class="n">title</span><span class="p">:</span> <span class="nb">str</span>
<a id="__codelineno-0-24" name="__codelineno-0-24" href="#__codelineno-0-24"></a>
<a id="__codelineno-0-25" name="__codelineno-0-25" href="#__codelineno-0-25"></a><span class="n">ModelRegistry</span><span class="o">.</span><span class="n">register</span><span class="p">(</span>
<a id="__codelineno-0-26" name="__codelineno-0-26" href="#__codelineno-0-26"></a> <span class="n">collection_name</span><span class="o">=</span><span class="s2">&quot;posts&quot;</span><span class="p">,</span>
<a id="__codelineno-0-27" name="__codelineno-0-27" href="#__codelineno-0-27"></a> <span class="n">model</span><span class="o">=</span><span class="n">BlogPost</span><span class="p">,</span>
<a id="__codelineno-0-28" name="__codelineno-0-28" href="#__codelineno-0-28"></a> <span class="n">indexes</span><span class="o">=</span><span class="p">[[(</span><span class="s2">&quot;author_id&quot;</span><span class="p">,</span> <span class="n">ASCENDING</span><span class="p">),</span> <span class="p">(</span><span class="s2">&quot;created_at&quot;</span><span class="p">,</span> <span class="n">DESCENDING</span><span class="p">)]],</span> <span class="c1"># compound index</span>
<a id="__codelineno-0-29" name="__codelineno-0-29" href="#__codelineno-0-29"></a><span class="p">)</span>
<a id="__codelineno-0-30" name="__codelineno-0-30" href="#__codelineno-0-30"></a>
<a id="__codelineno-0-31" name="__codelineno-0-31" href="#__codelineno-0-31"></a><span class="c1"># ----------------------------------------------------------------------</span>
<a id="__codelineno-0-32" name="__codelineno-0-32" href="#__codelineno-0-32"></a><span class="c1"># 3️⃣ Unique index (e.g., enforce unique usernames)</span>
<a id="__codelineno-0-33" name="__codelineno-0-33" href="#__codelineno-0-33"></a><span class="c1"># ----------------------------------------------------------------------</span>
<a id="__codelineno-0-34" name="__codelineno-0-34" href="#__codelineno-0-34"></a><span class="n">ModelRegistry</span><span class="o">.</span><span class="n">register</span><span class="p">(</span>
<a id="__codelineno-0-35" name="__codelineno-0-35" href="#__codelineno-0-35"></a> <span class="n">collection_name</span><span class="o">=</span><span class="s2">&quot;users&quot;</span><span class="p">,</span>
<a id="__codelineno-0-36" name="__codelineno-0-36" href="#__codelineno-0-36"></a> <span class="n">model</span><span class="o">=</span><span class="n">User</span><span class="p">,</span>
<a id="__codelineno-0-37" name="__codelineno-0-37" href="#__codelineno-0-37"></a> <span class="n">indexes</span><span class="o">=</span><span class="p">[</span>
<a id="__codelineno-0-38" name="__codelineno-0-38" href="#__codelineno-0-38"></a> <span class="p">{</span>
<a id="__codelineno-0-39" name="__codelineno-0-39" href="#__codelineno-0-39"></a> <span class="s2">&quot;keys&quot;</span><span class="p">:</span> <span class="p">[(</span><span class="s2">&quot;username&quot;</span><span class="p">,</span> <span class="n">ASCENDING</span><span class="p">)],</span>
<a id="__codelineno-0-40" name="__codelineno-0-40" href="#__codelineno-0-40"></a> <span class="s2">&quot;options&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;unique&quot;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span> <span class="s2">&quot;name&quot;</span><span class="p">:</span> <span class="s2">&quot;uq_username&quot;</span><span class="p">},</span>
<a id="__codelineno-0-41" name="__codelineno-0-41" href="#__codelineno-0-41"></a> <span class="p">}</span>
<a id="__codelineno-0-42" name="__codelineno-0-42" href="#__codelineno-0-42"></a> <span class="p">],</span>
<a id="__codelineno-0-43" name="__codelineno-0-43" href="#__codelineno-0-43"></a><span class="p">)</span>
<a id="__codelineno-0-44" name="__codelineno-0-44" href="#__codelineno-0-44"></a>
<a id="__codelineno-0-45" name="__codelineno-0-45" href="#__codelineno-0-45"></a><span class="c1"># ----------------------------------------------------------------------</span>
<a id="__codelineno-0-46" name="__codelineno-0-46" href="#__codelineno-0-46"></a><span class="c1"># 4️⃣ Initialise all indexes during FastAPI startup</span>
<a id="__codelineno-0-47" name="__codelineno-0-47" href="#__codelineno-0-47"></a><span class="c1"># ----------------------------------------------------------------------</span>
<a id="__codelineno-0-48" name="__codelineno-0-48" href="#__codelineno-0-48"></a><span class="kn">from</span><span class="w"> </span><span class="nn">mongo_ops</span><span class="w"> </span><span class="kn">import</span> <span class="n">MongoConnectionManager</span>
<a id="__codelineno-0-49" name="__codelineno-0-49" href="#__codelineno-0-49"></a><span class="kn">from</span><span class="w"> </span><span class="nn">contextlib</span><span class="w"> </span><span class="kn">import</span> <span class="n">asynccontextmanager</span>
<a id="__codelineno-0-50" name="__codelineno-0-50" href="#__codelineno-0-50"></a>
<a id="__codelineno-0-17" name="__codelineno-0-17" href="#__codelineno-0-17"></a>
<a id="__codelineno-0-18" name="__codelineno-0-18" href="#__codelineno-0-18"></a><span class="k">class</span><span class="w"> </span><span class="nc">Passenger</span><span class="p">(</span><span class="n">BaseDocument</span><span class="p">):</span>
<a id="__codelineno-0-19" name="__codelineno-0-19" href="#__codelineno-0-19"></a> <span class="n">email</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
<a id="__codelineno-0-20" name="__codelineno-0-20" href="#__codelineno-0-20"></a> <span class="n">seat</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
<a id="__codelineno-0-21" name="__codelineno-0-21" href="#__codelineno-0-21"></a>
<a id="__codelineno-0-22" name="__codelineno-0-22" href="#__codelineno-0-22"></a>
<a id="__codelineno-0-23" name="__codelineno-0-23" href="#__codelineno-0-23"></a><span class="c1"># 1️⃣ Single-field index — email lookups.</span>
<a id="__codelineno-0-24" name="__codelineno-0-24" href="#__codelineno-0-24"></a><span class="n">ModelRegistry</span><span class="o">.</span><span class="n">register</span><span class="p">(</span>
<a id="__codelineno-0-25" name="__codelineno-0-25" href="#__codelineno-0-25"></a> <span class="n">collection_name</span><span class="o">=</span><span class="s2">&quot;users&quot;</span><span class="p">,</span>
<a id="__codelineno-0-26" name="__codelineno-0-26" href="#__codelineno-0-26"></a> <span class="n">model</span><span class="o">=</span><span class="n">User</span><span class="p">,</span>
<a id="__codelineno-0-27" name="__codelineno-0-27" href="#__codelineno-0-27"></a> <span class="n">indexes</span><span class="o">=</span><span class="p">[(</span><span class="s2">&quot;email&quot;</span><span class="p">,</span> <span class="n">ASCENDING</span><span class="p">)],</span>
<a id="__codelineno-0-28" name="__codelineno-0-28" href="#__codelineno-0-28"></a><span class="p">)</span>
<a id="__codelineno-0-29" name="__codelineno-0-29" href="#__codelineno-0-29"></a>
<a id="__codelineno-0-30" name="__codelineno-0-30" href="#__codelineno-0-30"></a><span class="c1"># 2️⃣ Composite index — queries filtering by author + creation date.</span>
<a id="__codelineno-0-31" name="__codelineno-0-31" href="#__codelineno-0-31"></a><span class="n">ModelRegistry</span><span class="o">.</span><span class="n">register</span><span class="p">(</span>
<a id="__codelineno-0-32" name="__codelineno-0-32" href="#__codelineno-0-32"></a> <span class="n">collection_name</span><span class="o">=</span><span class="s2">&quot;posts&quot;</span><span class="p">,</span>
<a id="__codelineno-0-33" name="__codelineno-0-33" href="#__codelineno-0-33"></a> <span class="n">model</span><span class="o">=</span><span class="n">BlogPost</span><span class="p">,</span>
<a id="__codelineno-0-34" name="__codelineno-0-34" href="#__codelineno-0-34"></a> <span class="n">indexes</span><span class="o">=</span><span class="p">[[(</span><span class="s2">&quot;author_id&quot;</span><span class="p">,</span> <span class="n">ASCENDING</span><span class="p">),</span> <span class="p">(</span><span class="s2">&quot;created_at&quot;</span><span class="p">,</span> <span class="n">DESCENDING</span><span class="p">)]],</span>
<a id="__codelineno-0-35" name="__codelineno-0-35" href="#__codelineno-0-35"></a><span class="p">)</span>
<a id="__codelineno-0-36" name="__codelineno-0-36" href="#__codelineno-0-36"></a>
<a id="__codelineno-0-37" name="__codelineno-0-37" href="#__codelineno-0-37"></a><span class="c1"># 3️⃣ Unique index with a custom name — enforce unique emails.</span>
<a id="__codelineno-0-38" name="__codelineno-0-38" href="#__codelineno-0-38"></a><span class="n">ModelRegistry</span><span class="o">.</span><span class="n">register</span><span class="p">(</span>
<a id="__codelineno-0-39" name="__codelineno-0-39" href="#__codelineno-0-39"></a> <span class="n">collection_name</span><span class="o">=</span><span class="s2">&quot;passengers&quot;</span><span class="p">,</span>
<a id="__codelineno-0-40" name="__codelineno-0-40" href="#__codelineno-0-40"></a> <span class="n">model</span><span class="o">=</span><span class="n">Passenger</span><span class="p">,</span>
<a id="__codelineno-0-41" name="__codelineno-0-41" href="#__codelineno-0-41"></a> <span class="n">indexes</span><span class="o">=</span><span class="p">[</span>
<a id="__codelineno-0-42" name="__codelineno-0-42" href="#__codelineno-0-42"></a> <span class="p">{</span>
<a id="__codelineno-0-43" name="__codelineno-0-43" href="#__codelineno-0-43"></a> <span class="s2">&quot;keys&quot;</span><span class="p">:</span> <span class="p">[(</span><span class="s2">&quot;email&quot;</span><span class="p">,</span> <span class="n">ASCENDING</span><span class="p">)],</span>
<a id="__codelineno-0-44" name="__codelineno-0-44" href="#__codelineno-0-44"></a> <span class="s2">&quot;options&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;unique&quot;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span> <span class="s2">&quot;name&quot;</span><span class="p">:</span> <span class="s2">&quot;uq_passenger_email&quot;</span><span class="p">},</span>
<a id="__codelineno-0-45" name="__codelineno-0-45" href="#__codelineno-0-45"></a> <span class="p">}</span>
<a id="__codelineno-0-46" name="__codelineno-0-46" href="#__codelineno-0-46"></a> <span class="p">],</span>
<a id="__codelineno-0-47" name="__codelineno-0-47" href="#__codelineno-0-47"></a><span class="p">)</span>
<a id="__codelineno-0-48" name="__codelineno-0-48" href="#__codelineno-0-48"></a>
<a id="__codelineno-0-49" name="__codelineno-0-49" href="#__codelineno-0-49"></a>
<a id="__codelineno-0-50" name="__codelineno-0-50" href="#__codelineno-0-50"></a><span class="c1"># 4️⃣ Everything is created on startup.</span>
<a id="__codelineno-0-51" name="__codelineno-0-51" href="#__codelineno-0-51"></a><span class="nd">@asynccontextmanager</span>
<a id="__codelineno-0-52" name="__codelineno-0-52" href="#__codelineno-0-52"></a><span class="k">async</span> <span class="k">def</span><span class="w"> </span><span class="nf">lifespan</span><span class="p">(</span><span class="n">app</span><span class="p">):</span>
<a id="__codelineno-0-52" name="__codelineno-0-52" href="#__codelineno-0-52"></a><span class="k">async</span> <span class="k">def</span><span class="w"> </span><span class="nf">lifespan</span><span class="p">(</span><span class="n">_app</span><span class="p">):</span>
<a id="__codelineno-0-53" name="__codelineno-0-53" href="#__codelineno-0-53"></a> <span class="k">async</span> <span class="k">with</span> <span class="n">MongoConnectionManager</span><span class="o">.</span><span class="n">lifespan</span><span class="p">(</span>
<a id="__codelineno-0-54" name="__codelineno-0-54" href="#__codelineno-0-54"></a> <span class="n">uri</span><span class="o">=</span><span class="s2">&quot;mongodb://localhost:27017&quot;</span><span class="p">,</span>
<a id="__codelineno-0-55" name="__codelineno-0-55" href="#__codelineno-0-55"></a> <span class="n">db_name</span><span class="o">=</span><span class="s2">&quot;mydb&quot;</span><span class="p">,</span>
<a id="__codelineno-0-56" name="__codelineno-0-56" href="#__codelineno-0-56"></a> <span class="p">):</span>
<a id="__codelineno-0-57" name="__codelineno-0-57" href="#__codelineno-0-57"></a> <span class="c1"># This will create every index declared above (if it does not already exist)</span>
<a id="__codelineno-0-58" name="__codelineno-0-58" href="#__codelineno-0-58"></a> <span class="k">await</span> <span class="n">ModelRegistry</span><span class="o">.</span><span class="n">initialize_all</span><span class="p">()</span>
<a id="__codelineno-0-59" name="__codelineno-0-59" href="#__codelineno-0-59"></a> <span class="k">yield</span>
<a id="__codelineno-0-57" name="__codelineno-0-57" href="#__codelineno-0-57"></a> <span class="k">await</span> <span class="n">ModelRegistry</span><span class="o">.</span><span class="n">initialize_all</span><span class="p">()</span>
<a id="__codelineno-0-58" name="__codelineno-0-58" href="#__codelineno-0-58"></a> <span class="k">yield</span>
</code></pre></div>
<hr />
<h2 id="tips">💡 Tips</h2>
<ul>
<li><strong>Idempotence:</strong> <code>initialize_all</code> uses <code>create_index</code>, which is safe to run multiple times – MongoDB will skip creation if the index already exists.</li>
<li><strong>Index options:</strong> You can also set <code>expireAfterSeconds</code> for TTL indexes, <code>sparse</code> for sparse indexes, etc., by adding them to the <code>options</code> dict.</li>
<li><strong>Verification:</strong> After the app starts, you can verify indexes with the Mongo shell:
<div class="language-js highlight"><span class="filename">JavaScript</span><pre><span></span><code><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a><span class="nx">db</span><span class="p">.</span><span class="o">&lt;</span><span class="nx">collection</span><span class="o">&gt;</span><span class="p">.</span><span class="nx">getIndexes</span><span class="p">()</span>
</code></pre></div></li>
<li>Every spec passes through to <code>collection.create_index(spec)</code> — so MongoDB options like <code>unique</code>, <code>sparse</code>, and <code>expireAfterSeconds</code> (TTL) belong in the <code>options</code> dict.</li>
<li>Idempotent by construction: <code>create_index</code> is a no-op when a same-shape index already exists.</li>
<li>Verify with the Mongo shell:</li>
</ul>
<div class="language-js highlight"><span class="filename">JavaScript</span><pre><span></span><code><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a><span class="nx">db</span><span class="p">.</span><span class="o">&lt;</span><span class="nx">collection</span><span class="o">&gt;</span><span class="p">.</span><span class="nx">getIndexes</span><span class="p">()</span>
</code></pre></div>
<ul>
<li>A <strong>unique</strong> index on an already-duplicated field will fail with <code>DuplicateKeyError</code> on startup — clean the data first.</li>
</ul>
<hr />
<h2 id="related">Related</h2>
<ul>
<li><a href="../01_basic_crud/">01 – Basic CRUD</a> · <a href="../06_multi_model/">06 – Multi-model</a> · <a href="../../02_components/">Components: ModelRegistry</a></li>
</ul>