| --- |
| layout: docpage |
| |
| title: "Documentation" |
| |
| is_homepage: false |
| is_sphinx_doc: true |
| |
| doc-parent: "Data Modeling" |
| |
| doc-title: "Defining Database Schema" |
| doc-header-links: ' |
| <link rel="top" title="Apache Cassandra Documentation v4.0-beta3" href="../index.html"/> |
| <link rel="up" title="Data Modeling" href="index.html"/> |
| <link rel="next" title="Cassandra Data Modeling Tools" href="data_modeling_tools.html"/> |
| <link rel="prev" title="Evaluating and Refining Data Models" href="data_modeling_refining.html"/> |
| ' |
| doc-search-path: "../search.html" |
| |
| extra-footer: ' |
| <script type="text/javascript"> |
| var DOCUMENTATION_OPTIONS = { |
| URL_ROOT: "", |
| VERSION: "", |
| COLLAPSE_INDEX: false, |
| FILE_SUFFIX: ".html", |
| HAS_SOURCE: false, |
| SOURCELINK_SUFFIX: ".txt" |
| }; |
| </script> |
| ' |
| |
| --- |
| <div class="container-fluid"> |
| <div class="row"> |
| <div class="col-md-3"> |
| <div class="doc-navigation"> |
| <div class="doc-menu" role="navigation"> |
| <div class="navbar-header"> |
| <button type="button" class="pull-left navbar-toggle" data-toggle="collapse" data-target=".sidebar-navbar-collapse"> |
| <span class="sr-only">Toggle navigation</span> |
| <span class="icon-bar"></span> |
| <span class="icon-bar"></span> |
| <span class="icon-bar"></span> |
| </button> |
| </div> |
| <div class="navbar-collapse collapse sidebar-navbar-collapse"> |
| <form id="doc-search-form" class="navbar-form" action="../search.html" method="get" role="search"> |
| <div class="form-group"> |
| <input type="text" size="30" class="form-control input-sm" name="q" placeholder="Search docs"> |
| <input type="hidden" name="check_keywords" value="yes" /> |
| <input type="hidden" name="area" value="default" /> |
| </div> |
| </form> |
| |
| |
| |
| <ul class="current"> |
| <li class="toctree-l1"><a class="reference internal" href="../getting_started/index.html">Getting Started</a></li> |
| <li class="toctree-l1"><a class="reference internal" href="../new/index.html">New Features in Apache Cassandra 4.0</a></li> |
| <li class="toctree-l1"><a class="reference internal" href="../architecture/index.html">Architecture</a></li> |
| <li class="toctree-l1"><a class="reference internal" href="../cql/index.html">The Cassandra Query Language (CQL)</a></li> |
| <li class="toctree-l1 current"><a class="reference internal" href="index.html">Data Modeling</a><ul class="current"> |
| <li class="toctree-l2"><a class="reference internal" href="intro.html">Introduction</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="data_modeling_conceptual.html">Conceptual Data Modeling</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="data_modeling_rdbms.html">RDBMS Design</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="data_modeling_queries.html">Defining Application Queries</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="data_modeling_logical.html">Logical Data Modeling</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="data_modeling_physical.html">Physical Data Modeling</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="data_modeling_refining.html">Evaluating and Refining Data Models</a></li> |
| <li class="toctree-l2 current"><a class="current reference internal" href="#">Defining Database Schema</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="data_modeling_tools.html">Cassandra Data Modeling Tools</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="../configuration/index.html">Configuring Cassandra</a></li> |
| <li class="toctree-l1"><a class="reference internal" href="../operating/index.html">Operating Cassandra</a></li> |
| <li class="toctree-l1"><a class="reference internal" href="../tools/index.html">Cassandra Tools</a></li> |
| <li class="toctree-l1"><a class="reference internal" href="../troubleshooting/index.html">Troubleshooting</a></li> |
| <li class="toctree-l1"><a class="reference internal" href="../development/index.html">Contributing to Cassandra</a></li> |
| <li class="toctree-l1"><a class="reference internal" href="../faq/index.html">Frequently Asked Questions</a></li> |
| <li class="toctree-l1"><a class="reference internal" href="../plugins/index.html">Third-Party Plugins</a></li> |
| <li class="toctree-l1"><a class="reference internal" href="../bugs.html">Reporting Bugs</a></li> |
| <li class="toctree-l1"><a class="reference internal" href="../contactus.html">Contact us</a></li> |
| </ul> |
| |
| |
| |
| </div><!--/.nav-collapse --> |
| </div> |
| </div> |
| </div> |
| <div class="col-md-8"> |
| <div class="content doc-content"> |
| <div class="content-container"> |
| |
| <div class="section" id="defining-database-schema"> |
| <h1>Defining Database Schema<a class="headerlink" href="#defining-database-schema" title="Permalink to this headline">¶</a></h1> |
| <p>Once you have finished evaluating and refining the physical model, you’re |
| ready to implement the schema in CQL. Here is the schema for the |
| <code class="docutils literal notranslate"><span class="pre">hotel</span></code> keyspace, using CQL’s comment feature to document the query |
| pattern supported by each table:</p> |
| <div class="highlight-cql notranslate"><div class="highlight"><pre><span></span><span class="k">CREATE</span> <span class="k">KEYSPACE</span> <span class="n">hotel</span> <span class="k">WITH</span> <span class="n">replication</span> <span class="o">=</span> |
| <span class="p">{</span><span class="err">‘</span><span class="n">class</span><span class="err">’</span><span class="p">:</span> <span class="err">‘</span><span class="n">SimpleStrategy</span><span class="err">’</span><span class="p">,</span> <span class="err">‘</span><span class="n">replication_factor</span><span class="err">’</span> <span class="p">:</span> <span class="mf">3</span><span class="p">};</span> |
| |
| <span class="k">CREATE</span> <span class="k">TYPE</span> <span class="n">hotel</span><span class="mf">.</span><span class="n">address</span> <span class="p">(</span> |
| <span class="n">street</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">city</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">state_or_province</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">postal_code</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">country</span> <span class="nb">text</span> <span class="p">);</span> |
| |
| <span class="k">CREATE</span> <span class="k">TABLE</span> <span class="n">hotel</span><span class="mf">.</span><span class="n">hotels_by_poi</span> <span class="p">(</span> |
| <span class="n">poi_name</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">hotel_id</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">name</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">phone</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">address</span> <span class="k">frozen</span><span class="o"><</span><span class="n">address</span><span class="o">></span><span class="p">,</span> |
| <span class="k">PRIMARY</span> <span class="k">KEY</span> <span class="p">((</span><span class="n">poi_name</span><span class="p">),</span> <span class="n">hotel_id</span><span class="p">)</span> <span class="p">)</span> |
| <span class="k">WITH</span> <span class="n">comment</span> <span class="o">=</span> <span class="err">‘</span><span class="n">Q1</span><span class="mf">.</span> <span class="n">Find</span> <span class="n">hotels</span> <span class="n">near</span> <span class="n">given</span> <span class="n">poi</span><span class="err">’</span> |
| <span class="k">AND</span> <span class="k">CLUSTERING</span> <span class="k">ORDER</span> <span class="k">BY</span> <span class="p">(</span><span class="n">hotel_id</span> <span class="k">ASC</span><span class="p">)</span> <span class="p">;</span> |
| |
| <span class="k">CREATE</span> <span class="k">TABLE</span> <span class="n">hotel</span><span class="mf">.</span><span class="n">hotels</span> <span class="p">(</span> |
| <span class="n">id</span> <span class="nb">text</span> <span class="k">PRIMARY</span> <span class="k">KEY</span><span class="p">,</span> |
| <span class="n">name</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">phone</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">address</span> <span class="k">frozen</span><span class="o"><</span><span class="n">address</span><span class="o">></span><span class="p">,</span> |
| <span class="n">pois</span> <span class="k">set</span> <span class="p">)</span> |
| <span class="k">WITH</span> <span class="n">comment</span> <span class="o">=</span> <span class="err">‘</span><span class="n">Q2</span><span class="mf">.</span> <span class="n">Find</span> <span class="n">information</span> <span class="n">about</span> <span class="n">a</span> <span class="n">hotel</span><span class="err">’</span><span class="p">;</span> |
| |
| <span class="k">CREATE</span> <span class="k">TABLE</span> <span class="n">hotel</span><span class="mf">.</span><span class="n">pois_by_hotel</span> <span class="p">(</span> |
| <span class="n">poi_name</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">hotel_id</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">description</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="k">PRIMARY</span> <span class="k">KEY</span> <span class="p">((</span><span class="n">hotel_id</span><span class="p">),</span> <span class="n">poi_name</span><span class="p">)</span> <span class="p">)</span> |
| <span class="k">WITH</span> <span class="n">comment</span> <span class="o">=</span> <span class="n">Q3</span><span class="mf">.</span> <span class="n">Find</span> <span class="n">pois</span> <span class="n">near</span> <span class="n">a</span> <span class="n">hotel</span><span class="err">’</span><span class="p">;</span> |
| |
| <span class="k">CREATE</span> <span class="k">TABLE</span> <span class="n">hotel</span><span class="mf">.</span><span class="n">available_rooms_by_hotel_date</span> <span class="p">(</span> |
| <span class="n">hotel_id</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="nb">date</span> <span class="nb">date</span><span class="p">,</span> |
| <span class="n">room_number</span> <span class="nb">smallint</span><span class="p">,</span> |
| <span class="n">is_available</span> <span class="nb">boolean</span><span class="p">,</span> |
| <span class="k">PRIMARY</span> <span class="k">KEY</span> <span class="p">((</span><span class="n">hotel_id</span><span class="p">),</span> <span class="nb">date</span><span class="p">,</span> <span class="n">room_number</span><span class="p">)</span> <span class="p">)</span> |
| <span class="k">WITH</span> <span class="n">comment</span> <span class="o">=</span> <span class="err">‘</span><span class="n">Q4</span><span class="mf">.</span> <span class="n">Find</span> <span class="n">available</span> <span class="n">rooms</span> <span class="k">by</span> <span class="n">hotel</span> <span class="nb">date</span><span class="err">’</span><span class="p">;</span> |
| |
| <span class="k">CREATE</span> <span class="k">TABLE</span> <span class="n">hotel</span><span class="mf">.</span><span class="n">amenities_by_room</span> <span class="p">(</span> |
| <span class="n">hotel_id</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">room_number</span> <span class="nb">smallint</span><span class="p">,</span> |
| <span class="n">amenity_name</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">description</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="k">PRIMARY</span> <span class="k">KEY</span> <span class="p">((</span><span class="n">hotel_id</span><span class="p">,</span> <span class="n">room_number</span><span class="p">),</span> <span class="n">amenity_name</span><span class="p">)</span> <span class="p">)</span> |
| <span class="k">WITH</span> <span class="n">comment</span> <span class="o">=</span> <span class="err">‘</span><span class="n">Q5</span><span class="mf">.</span> <span class="n">Find</span> <span class="n">amenities</span> <span class="n">for</span> <span class="n">a</span> <span class="n">room</span><span class="err">’</span><span class="p">;</span> |
| </pre></div> |
| </div> |
| <p>Notice that the elements of the partition key are surrounded |
| with parentheses, even though the partition key consists |
| of the single column <code class="docutils literal notranslate"><span class="pre">poi_name</span></code>. This is a best practice that makes |
| the selection of partition key more explicit to others reading your CQL.</p> |
| <p>Similarly, here is the schema for the <code class="docutils literal notranslate"><span class="pre">reservation</span></code> keyspace:</p> |
| <div class="highlight-cql notranslate"><div class="highlight"><pre><span></span><span class="k">CREATE</span> <span class="k">KEYSPACE</span> <span class="n">reservation</span> <span class="k">WITH</span> <span class="n">replication</span> <span class="o">=</span> <span class="p">{</span><span class="err">‘</span><span class="n">class</span><span class="err">’</span><span class="p">:</span> |
| <span class="err">‘</span><span class="n">SimpleStrategy</span><span class="err">’</span><span class="p">,</span> <span class="err">‘</span><span class="n">replication_factor</span><span class="err">’</span> <span class="p">:</span> <span class="mf">3</span><span class="p">};</span> |
| |
| <span class="k">CREATE</span> <span class="k">TYPE</span> <span class="n">reservation</span><span class="mf">.</span><span class="n">address</span> <span class="p">(</span> |
| <span class="n">street</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">city</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">state_or_province</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">postal_code</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">country</span> <span class="nb">text</span> <span class="p">);</span> |
| |
| <span class="k">CREATE</span> <span class="k">TABLE</span> <span class="n">reservation</span><span class="mf">.</span><span class="n">reservations_by_confirmation</span> <span class="p">(</span> |
| <span class="n">confirm_number</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">hotel_id</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">start_date</span> <span class="nb">date</span><span class="p">,</span> |
| <span class="n">end_date</span> <span class="nb">date</span><span class="p">,</span> |
| <span class="n">room_number</span> <span class="nb">smallint</span><span class="p">,</span> |
| <span class="n">guest_id</span> <span class="nb">uuid</span><span class="p">,</span> |
| <span class="k">PRIMARY</span> <span class="k">KEY</span> <span class="p">(</span><span class="n">confirm_number</span><span class="p">)</span> <span class="p">)</span> |
| <span class="k">WITH</span> <span class="n">comment</span> <span class="o">=</span> <span class="err">‘</span><span class="n">Q6</span><span class="mf">.</span> <span class="n">Find</span> <span class="n">reservations</span> <span class="k">by</span> <span class="n">confirmation</span> <span class="n">number</span><span class="err">’</span><span class="p">;</span> |
| |
| <span class="k">CREATE</span> <span class="k">TABLE</span> <span class="n">reservation</span><span class="mf">.</span><span class="n">reservations_by_hotel_date</span> <span class="p">(</span> |
| <span class="n">hotel_id</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">start_date</span> <span class="nb">date</span><span class="p">,</span> |
| <span class="n">end_date</span> <span class="nb">date</span><span class="p">,</span> |
| <span class="n">room_number</span> <span class="nb">smallint</span><span class="p">,</span> |
| <span class="n">confirm_number</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">guest_id</span> <span class="nb">uuid</span><span class="p">,</span> |
| <span class="k">PRIMARY</span> <span class="k">KEY</span> <span class="p">((</span><span class="n">hotel_id</span><span class="p">,</span> <span class="n">start_date</span><span class="p">),</span> <span class="n">room_number</span><span class="p">)</span> <span class="p">)</span> |
| <span class="k">WITH</span> <span class="n">comment</span> <span class="o">=</span> <span class="err">‘</span><span class="n">Q7</span><span class="mf">.</span> <span class="n">Find</span> <span class="n">reservations</span> <span class="k">by</span> <span class="n">hotel</span> <span class="k">and</span> <span class="nb">date</span><span class="err">’</span><span class="p">;</span> |
| |
| <span class="k">CREATE</span> <span class="k">TABLE</span> <span class="n">reservation</span><span class="mf">.</span><span class="n">reservations_by_guest</span> <span class="p">(</span> |
| <span class="n">guest_last_name</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">hotel_id</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">start_date</span> <span class="nb">date</span><span class="p">,</span> |
| <span class="n">end_date</span> <span class="nb">date</span><span class="p">,</span> |
| <span class="n">room_number</span> <span class="nb">smallint</span><span class="p">,</span> |
| <span class="n">confirm_number</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">guest_id</span> <span class="nb">uuid</span><span class="p">,</span> |
| <span class="k">PRIMARY</span> <span class="k">KEY</span> <span class="p">((</span><span class="n">guest_last_name</span><span class="p">),</span> <span class="n">hotel_id</span><span class="p">)</span> <span class="p">)</span> |
| <span class="k">WITH</span> <span class="n">comment</span> <span class="o">=</span> <span class="err">‘</span><span class="n">Q8</span><span class="mf">.</span> <span class="n">Find</span> <span class="n">reservations</span> <span class="k">by</span> <span class="n">guest</span> <span class="n">name</span><span class="err">’</span><span class="p">;</span> |
| |
| <span class="k">CREATE</span> <span class="k">TABLE</span> <span class="n">reservation</span><span class="mf">.</span><span class="n">guests</span> <span class="p">(</span> |
| <span class="n">guest_id</span> <span class="nb">uuid</span> <span class="k">PRIMARY</span> <span class="k">KEY</span><span class="p">,</span> |
| <span class="n">first_name</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">last_name</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">title</span> <span class="nb">text</span><span class="p">,</span> |
| <span class="n">emails</span> <span class="k">set</span><span class="p">,</span> |
| <span class="n">phone_numbers</span> <span class="k">list</span><span class="p">,</span> |
| <span class="n">addresses</span> <span class="k">map</span><span class="o"><</span><span class="nb">text</span><span class="p">,</span> |
| <span class="k">frozen</span><span class="o"><</span><span class="n">address</span><span class="o">></span><span class="p">,</span> |
| <span class="n">confirm_number</span> <span class="nb">text</span> <span class="p">)</span> |
| <span class="k">WITH</span> <span class="n">comment</span> <span class="o">=</span> <span class="err">‘</span><span class="n">Q9</span><span class="mf">.</span> <span class="n">Find</span> <span class="n">guest</span> <span class="k">by</span> <span class="n">ID</span><span class="err">’</span><span class="p">;</span> |
| </pre></div> |
| </div> |
| <p>You now have a complete Cassandra schema for storing data for a hotel |
| application.</p> |
| <p><em>Material adapted from Cassandra, The Definitive Guide. Published by |
| O’Reilly Media, Inc. Copyright © 2020 Jeff Carpenter, Eben Hewitt. |
| All rights reserved. Used with permission.</em></p> |
| </div> |
| |
| |
| |
| |
| <div class="doc-prev-next-links" role="navigation" aria-label="footer navigation"> |
| |
| <a href="data_modeling_tools.html" class="btn btn-default pull-right " role="button" title="Cassandra Data Modeling Tools" accesskey="n">Next <span class="glyphicon glyphicon-circle-arrow-right" aria-hidden="true"></span></a> |
| |
| |
| <a href="data_modeling_refining.html" class="btn btn-default" role="button" title="Evaluating and Refining Data Models" accesskey="p"><span class="glyphicon glyphicon-circle-arrow-left" aria-hidden="true"></span> Previous</a> |
| |
| </div> |
| |
| </div> |
| </div> |
| </div> |
| </div> |
| </div> |