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    <span><svg xmlns="http://www.w3.org/2000/svg" aria-hidden="true" focusable="false" x="0px" y="0px" viewBox="0 0 100 100" width="15" height="15" class="icon outbound"><path fill="currentColor" d="M18.8,85.1h56l0,0c2.2,0,4-1.8,4-4v-32h-8v28h-48v-48h28v-8h-32l0,0c-2.2,0-4,1.8-4,4v56C14.8,83.3,16.6,85.1,18.8,85.1z"></path> <polygon fill="currentColor" points="45.7,48.7 51.3,54.3 77.2,28.5 77.2,37.2 85.2,37.2 85.2,14.9 62.8,14.9 62.8,22.9 71.5,22.9"></polygon></svg> <span class="sr-only">(opens new window)</span></span></a></nav>  <ul class="sidebar-links"><li><section class="sidebar-group depth-0"><p class="sidebar-heading"><span>IoTDB User Guide (In progress)</span> <!----></p> <!----></section></li><li><section class="sidebar-group collapsable depth-0"><p class="sidebar-heading"><span>Get Started</span> <span class="arrow right"></span></p> <!----></section></li><li><section class="sidebar-group collapsable depth-0"><p class="sidebar-heading"><span>Overview</span> <span class="arrow right"></span></p> <!----></section></li><li><section class="sidebar-group collapsable depth-0"><p class="sidebar-heading open"><span>Concept</span> <span class="arrow down"></span></p> <ul class="sidebar-links sidebar-group-items"><li><a href="/UserGuide/Master/Concept/Data Model and Terminology.html" class="sidebar-link">Data Model and Terminology</a></li><li><a href="/UserGuide/Master/Concept/Data Type.html" class="sidebar-link">Data Type</a></li><li><a href="/UserGuide/Master/Concept/Encoding.html" class="sidebar-link">Encoding</a></li><li><a href="/UserGuide/Master/Concept/Compression.html" class="sidebar-link">Compression</a></li><li><a href="/UserGuide/Master/Concept/SDT.html" aria-current="page" class="active sidebar-link">SDT</a></li></ul></section></li><li><section class="sidebar-group collapsable depth-0"><p class="sidebar-heading"><span>Server</span> <span class="arrow right"></span></p> <!----></section></li><li><section class="sidebar-group collapsable depth-0"><p class="sidebar-heading"><span>Client</span> <span class="arrow right"></span></p> <!----></section></li><li><section class="sidebar-group collapsable depth-0"><p class="sidebar-heading"><span>Operation Manual</span> <span class="arrow right"></span></p> <!----></section></li><li><section class="sidebar-group collapsable depth-0"><p class="sidebar-heading"><span>System Tools</span> <span class="arrow right"></span></p> <!----></section></li><li><section class="sidebar-group collapsable depth-0"><p class="sidebar-heading"><span>Ecosystem Integration</span> <span class="arrow right"></span></p> <!----></section></li><li><section class="sidebar-group collapsable depth-0"><p class="sidebar-heading"><span>Architecture</span> <span class="arrow right"></span></p> <!----></section></li><li><section class="sidebar-group collapsable depth-0"><p class="sidebar-heading"><span>Comparison with TSDBs</span> <span class="arrow right"></span></p> <!----></section></li></ul> </aside> <main class="page"> <div class="content content__default"><h1 id="sdt"><a href="#sdt" class="header-anchor">#</a> SDT</h1> <p>The Swinging Door Trending (SDT) algorithm is a lossy compression algorithm.
SDT has low computational complexity and uses a linear trend to represent a quantity of data.</p> <p>In IoTDB SDT compresses and discards data when flushing into the disk.</p> <p>IoTDB allows you to specify the properties of SDT when creating a time series, and supports three properties:</p> <ul><li>CompDev (Compression Deviation)</li></ul> <p>CompDev is the most important parameter in SDT that represents the maximum difference between the
current sample and the current linear trend. CompDev needs to be greater than 0 to perform compression.</p> <ul><li>CompMinTime (Compression Minimum Time Interval)</li></ul> <p>CompMinTime is a parameter measures the time distance between two stored data points, which is used for noisy reduction.
If the time interval between the current point and the last stored point is less than or equal to its value,
current point will NOT be stored regardless of compression deviation.
The default value is 0 with time unit ms.</p> <ul><li>CompMaxTime (Compression Maximum Time Interval)</li></ul> <p>CompMaxTime is a parameter measure the time distance between two stored data points.
If the time interval between the current point and the last stored point is greater than or equal to its value,
current point will be stored regardless of compression deviation.
The default value is 9,223,372,036,854,775,807 with time unit ms.</p> <p>The specified syntax for SDT is detailed in <a href="/UserGuide/Master/Operation Manual/SQL Reference.html">Create Timeseries Statement</a>.</p> <p>Supported datatypes:</p> <ul><li>INT32 (Integer)</li> <li>INT64 (Long Integer)</li> <li>FLOAT (Single Precision Floating Point)</li> <li>DOUBLE (Double Precision Floating Point)</li></ul> <p>The following is an example of using SDT compression.</p> <div class="language- line-numbers-mode"><pre class="language-text"><code>IoTDB&gt; CREATE TIMESERIES root.sg1.d0.s0 WITH DATATYPE=INT32,ENCODING=PLAIN,LOSS=SDT,COMPDEV=2
</code></pre> <div class="line-numbers-wrapper"><span class="line-number">1</span><br></div></div><p>Prior to flushing and SDT compression, the results are shown below:</p> <div class="language- line-numbers-mode"><pre class="language-text"><code>IoTDB&gt; SELECT s0 FROM root.sg1.d0
+-----------------------------+--------------+
|                         Time|root.sg1.d0.s0|
+-----------------------------+--------------+
|2017-11-01T00:06:00.001+08:00|             1|
|2017-11-01T00:06:00.002+08:00|             1|
|2017-11-01T00:06:00.003+08:00|             1|
|2017-11-01T00:06:00.004+08:00|             1|
|2017-11-01T00:06:00.005+08:00|             1|
|2017-11-01T00:06:00.006+08:00|             1|
|2017-11-01T00:06:00.007+08:00|             1|
|2017-11-01T00:06:00.015+08:00|            10|
|2017-11-01T00:06:00.016+08:00|            20|
|2017-11-01T00:06:00.017+08:00|             1|
|2017-11-01T00:06:00.018+08:00|            30|
+-----------------------------+--------------+
Total line number = 11
It costs 0.008s
</code></pre> <div class="line-numbers-wrapper"><span class="line-number">1</span><br><span class="line-number">2</span><br><span class="line-number">3</span><br><span class="line-number">4</span><br><span class="line-number">5</span><br><span class="line-number">6</span><br><span class="line-number">7</span><br><span class="line-number">8</span><br><span class="line-number">9</span><br><span class="line-number">10</span><br><span class="line-number">11</span><br><span class="line-number">12</span><br><span class="line-number">13</span><br><span class="line-number">14</span><br><span class="line-number">15</span><br><span class="line-number">16</span><br><span class="line-number">17</span><br><span class="line-number">18</span><br></div></div><p>After flushing and SDT compression, the results are shown below:</p> <div class="language- line-numbers-mode"><pre class="language-text"><code>IoTDB&gt; FLUSH
IoTDB&gt; SELECT s0 FROM root.sg1.d0
+-----------------------------+--------------+
|                         Time|root.sg1.d0.s0|
+-----------------------------+--------------+
|2017-11-01T00:06:00.001+08:00|             1|
|2017-11-01T00:06:00.007+08:00|             1|
|2017-11-01T00:06:00.015+08:00|            10|
|2017-11-01T00:06:00.016+08:00|            20|
|2017-11-01T00:06:00.017+08:00|             1|
+-----------------------------+--------------+
Total line number = 5
It costs 0.044s
</code></pre> <div class="line-numbers-wrapper"><span class="line-number">1</span><br><span class="line-number">2</span><br><span class="line-number">3</span><br><span class="line-number">4</span><br><span class="line-number">5</span><br><span class="line-number">6</span><br><span class="line-number">7</span><br><span class="line-number">8</span><br><span class="line-number">9</span><br><span class="line-number">10</span><br><span class="line-number">11</span><br><span class="line-number">12</span><br><span class="line-number">13</span><br></div></div><p>SDT takes effect when flushing to the disk. The SDT algorithm always stores the first point and does not store the last point.</p> <p>The data in [2017-11-01T00:06:00.001, 2017-11-01T00:06:00.007] is within the compression deviation thus discarded.
The data point at time 2017-11-01T00:06:00.007 is stored because the next data point at time 2017-11-01T00:06:00.015
exceeds compression deviation. When a data point exceeds the compression deviation, SDT stores the last read
point and updates the upper and lower boundaries. The last point at time 2017-11-01T00:06:00.018 is not stored.</p></div> <div class="page-nav"><p class="inner"><span class="prev">
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