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261 subclassing·the·<code·class="docutils·literal·notranslate"><span·class="pre">HasAddresses</span></code>·mixin,·which·ensures·that·the261 subclassing·the·<code·class="docutils·literal·notranslate"><span·class="pre">HasAddresses</span></code>·mixin,·which·ensures·that·the
262 parent·class·is·provided·with·an·<code·class="docutils·literal·notranslate"><span·class="pre">addresses</span></code>·collection262 parent·class·is·provided·with·an·<code·class="docutils·literal·notranslate"><span·class="pre">addresses</span></code>·collection
263 which·contains·<code·class="docutils·literal·notranslate"><span·class="pre">Address</span></code>·objects.</p>263 which·contains·<code·class="docutils·literal·notranslate"><span·class="pre">Address</span></code>·objects.</p>
264 <p>The·<a·class="reference·external"·href="../_modules/examples/generic_associations/discriminator_on_association.html">discriminator_on_association.py</a>·and·<a·class="reference·external"·href="../_modules/examples/generic_associations/generic_fk.html">generic_fk.py</a>·scripts264 <p>The·<a·class="reference·external"·href="../_modules/examples/generic_associations/discriminator_on_association.html">discriminator_on_association.py</a>·and·<a·class="reference·external"·href="../_modules/examples/generic_associations/generic_fk.html">generic_fk.py</a>·scripts
265 are·modernized·versions·of·recipes·presented·in·the·2007·blog·post265 are·modernized·versions·of·recipes·presented·in·the·2007·blog·post
266 <a·class="reference·external"·href="http://techspot.zzzeek.org/2007/05/29/polymorphic-associations-with-sqlalchemy/">Polymorphic·Associations·with·SQLAlchemy</a>.</p>266 <a·class="reference·external"·href="http://techspot.zzzeek.org/2007/05/29/polymorphic-associations-with-sqlalchemy/">Polymorphic·Associations·with·SQLAlchemy</a>.</p>
267 <p>Listing·of·files:<ul·class="simple">267 <p>Listing·of·files:<ul·class="simple">
 268 <li><a·class="reference·external"·href="../_modules/examples/generic_associations/discriminator_on_association.html">discriminator_on_association.py</a></li>
 269 <li><a·class="reference·external"·href="../_modules/examples/generic_associations/table_per_related.html">table_per_related.py</a></li>
268 <li><a·class="reference·external"·href="../_modules/examples/generic_associations/generic_fk.html">generic_fk.py</a></li>270 <li><a·class="reference·external"·href="../_modules/examples/generic_associations/generic_fk.html">generic_fk.py</a></li>
269 <li><a·class="reference·external"·href="../_modules/examples/generic_associations/table_per_association.html">table_per_association.py</a></li>271 <li><a·class="reference·external"·href="../_modules/examples/generic_associations/table_per_association.html">table_per_association.py</a></li>
270 <li><a·class="reference·external"·href="../_modules/examples/generic_associations/table_per_related.html">table_per_related.py</a></li> 
271 <li><a·class="reference·external"·href="../_modules/examples/generic_associations/discriminator_on_association.html">discriminator_on_association.py</a></li> 
272 </ul>272 </ul>
273 </p>273 </p>
274 </div>274 </div>
275 <div·class="section"·id="module-examples.large_collection">275 <div·class="section"·id="module-examples.large_collection">
276 <span·id="large-collections"></span><h3>Large·Collections<a·class="headerlink"·href="#module-examples.large_collection"·title="Permalink·to·this·headline">¶</a></h3>276 <span·id="large-collections"></span><h3>Large·Collections<a·class="headerlink"·href="#module-examples.large_collection"·title="Permalink·to·this·headline">¶</a></h3>
277 <p>Large·collection·example.</p>277 <p>Large·collection·example.</p>
278 <p>Illustrates·the·options·to·use·with278 <p>Illustrates·the·options·to·use·with
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357 <div·class="admonition·seealso">357 <div·class="admonition·seealso">
358 <p·class="first·admonition-title">See·also</p>358 <p·class="first·admonition-title">See·also</p>
359 <p·class="last"><a·class="reference·internal"·href="../faq/performance.html#faq-how-to-profile"><span·class="std·std-ref">How·can·I·profile·a·SQLAlchemy·powered·application?</span></a></p>359 <p·class="last"><a·class="reference·internal"·href="../faq/performance.html#faq-how-to-profile"><span·class="std·std-ref">How·can·I·profile·a·SQLAlchemy·powered·application?</span></a></p>
360 </div>360 </div>
361 <div·class="section"·id="file-listing">361 <div·class="section"·id="file-listing">
362 <h4>File·Listing<a·class="headerlink"·href="#file-listing"·title="Permalink·to·this·headline">¶</a></h4>362 <h4>File·Listing<a·class="headerlink"·href="#file-listing"·title="Permalink·to·this·headline">¶</a></h4>
363 <p>Listing·of·files:<ul·class="simple">363 <p>Listing·of·files:<ul·class="simple">
364 <li><a·class="reference·external"·href="../_modules/examples/performance/bulk_updates.html">bulk_updates.py</a></li> 
365 <li><a·class="reference·external"·href="../_modules/examples/performance/bulk_inserts.html">bulk_inserts.py</a></li> 
366 <li><a·class="reference·external"·href="../_modules/examples/performance/__main__.html">__main__.py</a></li> 
367 <li><a·class="reference·external"·href="../_modules/examples/performance/large_resultsets.html">large_resultsets.py</a></li> 
368 <li><a·class="reference·external"·href="../_modules/examples/performance/single_inserts.html">single_inserts.py</a></li>364 <li><a·class="reference·external"·href="../_modules/examples/performance/single_inserts.html">single_inserts.py</a></li>
369 <li><a·class="reference·external"·href="../_modules/examples/performance/short_selects.html">short_selects.py</a></li>365 <li><a·class="reference·external"·href="../_modules/examples/performance/short_selects.html">short_selects.py</a></li>
 366 <li><a·class="reference·external"·href="../_modules/examples/performance/__main__.html">__main__.py</a></li>
 367 <li><a·class="reference·external"·href="../_modules/examples/performance/bulk_inserts.html">bulk_inserts.py</a></li>
 368 <li><a·class="reference·external"·href="../_modules/examples/performance/large_resultsets.html">large_resultsets.py</a></li>
 369 <li><a·class="reference·external"·href="../_modules/examples/performance/bulk_updates.html">bulk_updates.py</a></li>
370 </ul>370 </ul>
371 </p>371 </p>
372 </div>372 </div>
373 <div·class="section"·id="running-all-tests-with-time">373 <div·class="section"·id="running-all-tests-with-time">
374 <h4>Running·all·tests·with·time<a·class="headerlink"·href="#running-all-tests-with-time"·title="Permalink·to·this·headline">¶</a></h4>374 <h4>Running·all·tests·with·time<a·class="headerlink"·href="#running-all-tests-with-time"·title="Permalink·to·this·headline">¶</a></h4>
375 <p>This·is·the·default·form·of·run:</p>375 <p>This·is·the·default·form·of·run:</p>
376 <div·class="highlight-default·notranslate"><div·class="highlight"><pre><span></span>$·python·-m·examples.performance·single_inserts376 <div·class="highlight-default·notranslate"><div·class="highlight"><pre><span></span>$·python·-m·examples.performance·single_inserts
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628 <p>Several·examples·that·illustrate·the·technique·of·intercepting·changes628 <p>Several·examples·that·illustrate·the·technique·of·intercepting·changes
629 that·would·be·first·interpreted·as·an·UPDATE·on·a·row,·and·instead·turning629 that·would·be·first·interpreted·as·an·UPDATE·on·a·row,·and·instead·turning
630 it·into·an·INSERT·of·a·new·row,·leaving·the·previous·row·intact·as630 it·into·an·INSERT·of·a·new·row,·leaving·the·previous·row·intact·as
631 a·historical·version.</p>631 a·historical·version.</p>
632 <p>Compare·to·the·<a·class="reference·internal"·href="#examples-versioned-history"><span·class="std·std-ref">Versioning·with·a·History·Table</span></a>·example·which·writes·a632 <p>Compare·to·the·<a·class="reference·internal"·href="#examples-versioned-history"><span·class="std·std-ref">Versioning·with·a·History·Table</span></a>·example·which·writes·a
633 history·row·to·a·separate·history·table.</p>633 history·row·to·a·separate·history·table.</p>
634 <p>Listing·of·files:<ul·class="simple">634 <p>Listing·of·files:<ul·class="simple">
635 <li><a·class="reference·external"·href="../_modules/examples/versioned_rows/versioned_rows_w_versionid.html">versioned_rows_w_versionid.py</a></li> 
636 <li><a·class="reference·external"·href="../_modules/examples/versioned_rows/versioned_update_old_row.html">versioned_update_old_row.py</a></li>635 <li><a·class="reference·external"·href="../_modules/examples/versioned_rows/versioned_update_old_row.html">versioned_update_old_row.py</a></li>
 636 <li><a·class="reference·external"·href="../_modules/examples/versioned_rows/versioned_rows_w_versionid.html">versioned_rows_w_versionid.py</a></li>
637 <li><a·class="reference·external"·href="../_modules/examples/versioned_rows/versioned_map.html">versioned_map.py</a></li>637 <li><a·class="reference·external"·href="../_modules/examples/versioned_rows/versioned_map.html">versioned_map.py</a></li>
638 <li><a·class="reference·external"·href="../_modules/examples/versioned_rows/versioned_rows.html">versioned_rows.py</a></li>638 <li><a·class="reference·external"·href="../_modules/examples/versioned_rows/versioned_rows.html">versioned_rows.py</a></li>
639 </ul>639 </ul>
640 </p>640 </p>
641 </div>641 </div>
642 </div>642 </div>
643 <div·class="section"·id="module-examples.vertical">643 <div·class="section"·id="module-examples.vertical">
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677 <div·class="section"·id="inheritance-mapping-recipes">677 <div·class="section"·id="inheritance-mapping-recipes">
678 <span·id="examples-inheritance"></span><h2>Inheritance·Mapping·Recipes<a·class="headerlink"·href="#inheritance-mapping-recipes"·title="Permalink·to·this·headline">¶</a></h2>678 <span·id="examples-inheritance"></span><h2>Inheritance·Mapping·Recipes<a·class="headerlink"·href="#inheritance-mapping-recipes"·title="Permalink·to·this·headline">¶</a></h2>
679 <div·class="section"·id="module-examples.inheritance">679 <div·class="section"·id="module-examples.inheritance">
680 <span·id="basic-inheritance-mappings"></span><h3>Basic·Inheritance·Mappings<a·class="headerlink"·href="#module-examples.inheritance"·title="Permalink·to·this·headline">¶</a></h3>680 <span·id="basic-inheritance-mappings"></span><h3>Basic·Inheritance·Mappings<a·class="headerlink"·href="#module-examples.inheritance"·title="Permalink·to·this·headline">¶</a></h3>
681 <p>Working·examples·of·single-table,·joined-table,·and·concrete-table681 <p>Working·examples·of·single-table,·joined-table,·and·concrete-table
682 inheritance·as·described·in·<a·class="reference·internal"·href="inheritance.html"><span·class="std·std-ref">Mapping·Class·Inheritance·Hierarchies</span></a>.</p>682 inheritance·as·described·in·<a·class="reference·internal"·href="inheritance.html"><span·class="std·std-ref">Mapping·Class·Inheritance·Hierarchies</span></a>.</p>
683 <p>Listing·of·files:<ul·class="simple">683 <p>Listing·of·files:<ul·class="simple">
 684 <li><a·class="reference·external"·href="../_modules/examples/inheritance/concrete.html">concrete.py</a></li>
684 <li><a·class="reference·external"·href="../_modules/examples/inheritance/joined.html">joined.py</a></li>685 <li><a·class="reference·external"·href="../_modules/examples/inheritance/joined.html">joined.py</a></li>
685 <li><a·class="reference·external"·href="../_modules/examples/inheritance/single.html">single.py</a></li>686 <li><a·class="reference·external"·href="../_modules/examples/inheritance/single.html">single.py</a></li>
686 <li><a·class="reference·external"·href="../_modules/examples/inheritance/concrete.html">concrete.py</a></li> 
687 </ul>687 </ul>
688 </p>688 </p>
689 </div>689 </div>
690 </div>690 </div>
691 <div·class="section"·id="special-apis">691 <div·class="section"·id="special-apis">
692 <h2>Special·APIs<a·class="headerlink"·href="#special-apis"·title="Permalink·to·this·headline">¶</a></h2>692 <h2>Special·APIs<a·class="headerlink"·href="#special-apis"·title="Permalink·to·this·headline">¶</a></h2>
693 <div·class="section"·id="module-examples.custom_attributes">693 <div·class="section"·id="module-examples.custom_attributes">
694 <span·id="attribute-instrumentation"></span><span·id="examples-instrumentation"></span><h3>Attribute·Instrumentation<a·class="headerlink"·href="#module-examples.custom_attributes"·title="Permalink·to·this·headline">¶</a></h3>694 <span·id="attribute-instrumentation"></span><span·id="examples-instrumentation"></span><h3>Attribute·Instrumentation<a·class="headerlink"·href="#module-examples.custom_attributes"·title="Permalink·to·this·headline">¶</a></h3>
695 <p>Examples·illustrating·modifications·to·SQLAlchemy’s·attribute·management695 <p>Examples·illustrating·modifications·to·SQLAlchemy’s·attribute·management
696 system.</p>696 system.</p>
697 <p>Listing·of·files:<ul·class="simple">697 <p>Listing·of·files:<ul·class="simple">
698 <li><a·class="reference·external"·href="../_modules/examples/custom_attributes/listen_for_events.html">listen_for_events.py</a></li>698 <li><a·class="reference·external"·href="../_modules/examples/custom_attributes/listen_for_events.html">listen_for_events.py</a></li>
699 <li><a·class="reference·external"·href="../_modules/examples/custom_attributes/custom_management.html">custom_management.py</a></li> 
700 <li><a·class="reference·external"·href="../_modules/examples/custom_attributes/active_column_defaults.html">active_column_defaults.py</a></li>699 <li><a·class="reference·external"·href="../_modules/examples/custom_attributes/active_column_defaults.html">active_column_defaults.py</a></li>
 700 <li><a·class="reference·external"·href="../_modules/examples/custom_attributes/custom_management.html">custom_management.py</a></li>
701 </ul>701 </ul>
702 </p>702 </p>
703 </div>703 </div>
704 <div·class="section"·id="module-examples.sharding">704 <div·class="section"·id="module-examples.sharding">
705 <span·id="horizontal-sharding"></span><span·id="examples-sharding"></span><h3>Horizontal·Sharding<a·class="headerlink"·href="#module-examples.sharding"·title="Permalink·to·this·headline">¶</a></h3>705 <span·id="horizontal-sharding"></span><span·id="examples-sharding"></span><h3>Horizontal·Sharding<a·class="headerlink"·href="#module-examples.sharding"·title="Permalink·to·this·headline">¶</a></h3>
706 <p>A·basic·example·of·using·the·SQLAlchemy·Sharding·API.706 <p>A·basic·example·of·using·the·SQLAlchemy·Sharding·API.
707 Sharding·refers·to·horizontally·scaling·data·across·multiple707 Sharding·refers·to·horizontally·scaling·data·across·multiple