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15.793-15.793 8.803 0 15.794 6.99 15.794 15.793 0 80.261 63.69 145.635 142.01 145.635s142.011-65.374 142.011-145.635c0-8.803 6.99-15.793 15.794-15.793s15.793 6.99 15.793 15.793c0 95.019-73.789 172.82-165.96 177.093z"></path></svg><span>About 2 min</span><meta property="timeRequired" content="PT2M"></span><!----><!----></div><hr></div><div class="vp-toc-placeholder"><aside id="toc"><!--[--><!----><!--]--><div class="vp-toc-header">On This Page<button type="button" class="print-button" title="Print"><svg xmlns="http://www.w3.org/2000/svg" class="icon print-icon" viewBox="0 0 1024 1024" fill="currentColor" aria-label="print icon"><path d="M819.2 364.8h-44.8V128c0-17.067-14.933-32-32-32H281.6c-17.067 0-32 14.933-32 32v236.8h-44.8C145.067 364.8 96 413.867 96 473.6v192c0 59.733 49.067 108.8 108.8 108.8h44.8V896c0 17.067 14.933 32 32 32h460.8c17.067 0 32-14.933 32-32V774.4h44.8c59.733 0 108.8-49.067 108.8-108.8v-192c0-59.733-49.067-108.8-108.8-108.8zM313.6 160h396.8v204.8H313.6V160zm396.8 704H313.6V620.8h396.8V864zM864 665.6c0 25.6-19.2 44.8-44.8 44.8h-44.8V588.8c0-17.067-14.933-32-32-32H281.6c-17.067 0-32 14.933-32 32v121.6h-44.8c-25.6 0-44.8-19.2-44.8-44.8v-192c0-25.6 19.2-44.8 44.8-44.8h614.4c25.6 0 44.8 19.2 44.8 44.8v192z"></path></svg></button><div class="arrow end"></div></div><div class="vp-toc-wrapper"><ul class="vp-toc-list"><!--[--><li class="vp-toc-item"><a class="route-link vp-toc-link level2" href="#zeppelin-iotdb">Zeppelin-IoTDB</a></li><li><ul class="vp-toc-list"><!--[--><li class="vp-toc-item"><a class="route-link vp-toc-link level3" href="#about-zeppelin">About Zeppelin</a></li><!----><!--]--><!--[--><li class="vp-toc-item"><a class="route-link vp-toc-link level3" href="#zeppelin-iotdb-interpreter">Zeppelin-IoTDB Interpreter</a></li><!----><!--]--><!--[--><li class="vp-toc-item"><a class="route-link vp-toc-link level3" href="#use-zeppelin-iotdb">Use Zeppelin-IoTDB</a></li><!----><!--]--><!--[--><li class="vp-toc-item"><a class="route-link vp-toc-link level3" href="#configuration">Configuration</a></li><!----><!--]--></ul></li><!--]--></ul><div class="vp-toc-marker" style="top:-1.7rem;"></div></div><!--[--><!----><!--]--></aside></div><!--[--><!----><!--]--><div class="theme-hope-content"><h2 id="zeppelin-iotdb" tabindex="-1"><a class="header-anchor" href="#zeppelin-iotdb"><span>Zeppelin-IoTDB</span></a></h2><h3 id="about-zeppelin" tabindex="-1"><a class="header-anchor" href="#about-zeppelin"><span>About Zeppelin</span></a></h3><p>Zeppelin is a web-based notebook that enables interactive data analytics. You can connect to data sources and perform interactive operations with SQL, Scala, etc. The operations can be saved as documents, just like Jupyter. Zeppelin has already supported many data sources, including Spark, ElasticSearch, Cassandra, and InfluxDB. Now, we have enabled Zeppelin to operate IoTDB via SQL.</p><figure><img src="https://alioss.timecho.com/docs/img/github/102752947-520a3e80-43a5-11eb-8fb1-8fac471c8c7e.png" alt="iotdb-note-snapshot" tabindex="0" loading="lazy"><figcaption>iotdb-note-snapshot</figcaption></figure><h3 id="zeppelin-iotdb-interpreter" tabindex="-1"><a class="header-anchor" href="#zeppelin-iotdb-interpreter"><span>Zeppelin-IoTDB Interpreter</span></a></h3><h4 id="system-requirements" tabindex="-1"><a class="header-anchor" href="#system-requirements"><span>System Requirements</span></a></h4><table><thead><tr><th style="text-align:center;">IoTDB Version</th><th style="text-align:center;">Java Version</th><th style="text-align:center;">Zeppelin Version</th></tr></thead><tbody><tr><td style="text-align:center;">>=<code>0.12.0</code></td><td style="text-align:center;">>=<code>1.8.0_271</code></td><td style="text-align:center;"><code>>=0.9.0</code></td></tr></tbody></table><p>Install IoTDB: Reference to <a class="route-link" href="/UserGuide/V0.13.x/QuickStart/QuickStart.html">IoTDB Quick Start</a>. Suppose IoTDB is placed at <code>$IoTDB_HOME</code>.</p><p>Install Zeppelin:</p><blockquote><p>Method A. Download directly: You can download <a href="https://zeppelin.apache.org/download.html#" target="_blank" rel="noopener noreferrer">Zeppelin<span><svg class="external-link-icon" 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"><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="external-link-icon-sr-only">open in new window</span></span></a> and unpack the binary package. <a href="http://www.apache.org/dyn/closer.cgi/zeppelin/zeppelin-0.9.0/zeppelin-0.9.0-bin-netinst.tgz" target="_blank" rel="noopener noreferrer">netinst<span><svg class="external-link-icon" 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"><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="external-link-icon-sr-only">open in new window</span></span></a> binary package is recommended since it's relatively small by excluding irrelevant interpreters.</p><p>Method B. Compile from source code: Reference to <a href="https://zeppelin.apache.org/docs/latest/setup/basics/how_to_build.html" target="_blank" rel="noopener noreferrer">build Zeppelin from source<span><svg class="external-link-icon" 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"><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="external-link-icon-sr-only">open in new window</span></span></a>. The command is <code>mvn clean package -pl zeppelin-web,zeppelin-server -am -DskipTests</code>.</p></blockquote><p>Suppose Zeppelin is placed at <code>$Zeppelin_HOME</code>.</p><h4 id="build-interpreter" tabindex="-1"><a class="header-anchor" href="#build-interpreter"><span>Build Interpreter</span></a></h4><div class="language-text line-numbers-mode" data-ext="text" data-title="text"><pre class="language-text"><code> cd $IoTDB_HOME |
| mvn clean package -pl zeppelin-interpreter -am -DskipTests -P get-jar-with-dependencies |
| </code></pre><div class="line-numbers" aria-hidden="true"><div class="line-number"></div><div class="line-number"></div></div></div><p>The interpreter will be in the folder:</p><div class="language-text line-numbers-mode" data-ext="text" data-title="text"><pre class="language-text"><code> $IoTDB_HOME/zeppelin-interpreter/target/zeppelin-{version}-SNAPSHOT-jar-with-dependencies.jar |
| </code></pre><div class="line-numbers" aria-hidden="true"><div class="line-number"></div></div></div><h4 id="install-interpreter" tabindex="-1"><a class="header-anchor" href="#install-interpreter"><span>Install Interpreter</span></a></h4><p>Once you have built your interpreter, create a new folder under the Zeppelin interpreter directory and put the built interpreter into it.</p><div class="language-text line-numbers-mode" data-ext="text" data-title="text"><pre class="language-text"><code> cd $IoTDB_HOME |
| mkdir -p $Zeppelin_HOME/interpreter/iotdb |
| cp $IoTDB_HOME/zeppelin-interpreter/target/zeppelin-{version}-SNAPSHOT-jar-with-dependencies.jar $Zeppelin_HOME/interpreter/iotdb |
| </code></pre><div class="line-numbers" aria-hidden="true"><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div></div></div><h4 id="running-zeppelin-and-iotdb" tabindex="-1"><a class="header-anchor" href="#running-zeppelin-and-iotdb"><span>Running Zeppelin and IoTDB</span></a></h4><p>Go to <code>$Zeppelin_HOME</code> and start Zeppelin by running:</p><div class="language-text line-numbers-mode" data-ext="text" data-title="text"><pre class="language-text"><code> ./bin/zeppelin-daemon.sh start |
| </code></pre><div class="line-numbers" aria-hidden="true"><div class="line-number"></div></div></div><p>or in Windows:</p><div class="language-text line-numbers-mode" data-ext="text" data-title="text"><pre class="language-text"><code> .\bin\zeppelin.cmd |
| </code></pre><div class="line-numbers" aria-hidden="true"><div class="line-number"></div></div></div><p>Go to <code>$IoTDB_HOME</code> and start IoTDB server:</p><div class="language-text line-numbers-mode" data-ext="text" data-title="text"><pre class="language-text"><code> # Unix/OS X |
| > nohup sbin/start-server.sh >/dev/null 2>&1 & |
| or |
| > nohup sbin/start-server.sh -c <conf_path> -rpc_port <rpc_port> >/dev/null 2>&1 & |
| |
| # Windows |
| > sbin\start-server.bat -c <conf_path> -rpc_port <rpc_port> |
| </code></pre><div class="line-numbers" aria-hidden="true"><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div></div></div><h3 id="use-zeppelin-iotdb" tabindex="-1"><a class="header-anchor" href="#use-zeppelin-iotdb"><span>Use Zeppelin-IoTDB</span></a></h3><p>Wait for Zeppelin server to start, then visit <a href="http://127.0.0.1:8080/" target="_blank" rel="noopener noreferrer">http://127.0.0.1:8080/<span><svg class="external-link-icon" 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"><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="external-link-icon-sr-only">open in new window</span></span></a></p><p>In the interpreter page:</p><ol><li>Click the <code>Create new node</code> button</li><li>Set the note name</li><li>Configure your interpreter</li></ol><p>Now you are ready to use your interpreter.</p><figure><img src="https://alioss.timecho.com/docs/img/github/102752945-5171a800-43a5-11eb-8614-53b3276a3ce2.png" alt="iotdb-create-note" tabindex="0" loading="lazy"><figcaption>iotdb-create-note</figcaption></figure><p>We provide some simple SQL to show the use of Zeppelin-IoTDB interpreter:</p><div class="language-sql line-numbers-mode" data-ext="sql" data-title="sql"><pre class="language-sql"><code> <span class="token keyword">SET</span> STORAGE <span class="token keyword">GROUP</span> <span class="token keyword">TO</span> root<span class="token punctuation">.</span>ln<span class="token punctuation">.</span>wf01<span class="token punctuation">.</span>wt01<span class="token punctuation">;</span> |
| <span class="token keyword">CREATE</span> TIMESERIES root<span class="token punctuation">.</span>ln<span class="token punctuation">.</span>wf01<span class="token punctuation">.</span>wt01<span class="token punctuation">.</span><span class="token keyword">status</span> <span class="token keyword">WITH</span> DATATYPE<span class="token operator">=</span><span class="token keyword">BOOLEAN</span><span class="token punctuation">,</span> ENCODING<span class="token operator">=</span>PLAIN<span class="token punctuation">;</span> |
| <span class="token keyword">CREATE</span> TIMESERIES root<span class="token punctuation">.</span>ln<span class="token punctuation">.</span>wf01<span class="token punctuation">.</span>wt01<span class="token punctuation">.</span>temperature <span class="token keyword">WITH</span> DATATYPE<span class="token operator">=</span><span class="token keyword">FLOAT</span><span class="token punctuation">,</span> ENCODING<span class="token operator">=</span>PLAIN<span class="token punctuation">;</span> |
| <span class="token keyword">CREATE</span> TIMESERIES root<span class="token punctuation">.</span>ln<span class="token punctuation">.</span>wf01<span class="token punctuation">.</span>wt01<span class="token punctuation">.</span>hardware <span class="token keyword">WITH</span> DATATYPE<span class="token operator">=</span>INT32<span class="token punctuation">,</span> ENCODING<span class="token operator">=</span>PLAIN<span class="token punctuation">;</span> |
| |
| <span class="token keyword">INSERT</span> <span class="token keyword">INTO</span> root<span class="token punctuation">.</span>ln<span class="token punctuation">.</span>wf01<span class="token punctuation">.</span>wt01 <span class="token punctuation">(</span><span class="token keyword">timestamp</span><span class="token punctuation">,</span> temperature<span class="token punctuation">,</span> <span class="token keyword">status</span><span class="token punctuation">,</span> hardware<span class="token punctuation">)</span> |
| <span class="token keyword">VALUES</span> <span class="token punctuation">(</span><span class="token number">1</span><span class="token punctuation">,</span> <span class="token number">1.1</span><span class="token punctuation">,</span> <span class="token boolean">false</span><span class="token punctuation">,</span> <span class="token number">11</span><span class="token punctuation">)</span><span class="token punctuation">;</span> |
| |
| <span class="token keyword">INSERT</span> <span class="token keyword">INTO</span> root<span class="token punctuation">.</span>ln<span class="token punctuation">.</span>wf01<span class="token punctuation">.</span>wt01 <span class="token punctuation">(</span><span class="token keyword">timestamp</span><span class="token punctuation">,</span> temperature<span class="token punctuation">,</span> <span class="token keyword">status</span><span class="token punctuation">,</span> hardware<span class="token punctuation">)</span> |
| <span class="token keyword">VALUES</span> <span class="token punctuation">(</span><span class="token number">2</span><span class="token punctuation">,</span> <span class="token number">2.2</span><span class="token punctuation">,</span> <span class="token boolean">true</span><span class="token punctuation">,</span> <span class="token number">22</span><span class="token punctuation">)</span><span class="token punctuation">;</span> |
| |
| <span class="token keyword">INSERT</span> <span class="token keyword">INTO</span> root<span class="token punctuation">.</span>ln<span class="token punctuation">.</span>wf01<span class="token punctuation">.</span>wt01 <span class="token punctuation">(</span><span class="token keyword">timestamp</span><span class="token punctuation">,</span> temperature<span class="token punctuation">,</span> <span class="token keyword">status</span><span class="token punctuation">,</span> hardware<span class="token punctuation">)</span> |
| <span class="token keyword">VALUES</span> <span class="token punctuation">(</span><span class="token number">3</span><span class="token punctuation">,</span> <span class="token number">3.3</span><span class="token punctuation">,</span> <span class="token boolean">false</span><span class="token punctuation">,</span> <span class="token number">33</span><span class="token punctuation">)</span><span class="token punctuation">;</span> |
| |
| <span class="token keyword">INSERT</span> <span class="token keyword">INTO</span> root<span class="token punctuation">.</span>ln<span class="token punctuation">.</span>wf01<span class="token punctuation">.</span>wt01 <span class="token punctuation">(</span><span class="token keyword">timestamp</span><span class="token punctuation">,</span> temperature<span class="token punctuation">,</span> <span class="token keyword">status</span><span class="token punctuation">,</span> hardware<span class="token punctuation">)</span> |
| <span class="token keyword">VALUES</span> <span class="token punctuation">(</span><span class="token number">4</span><span class="token punctuation">,</span> <span class="token number">4.4</span><span class="token punctuation">,</span> <span class="token boolean">false</span><span class="token punctuation">,</span> <span class="token number">44</span><span class="token punctuation">)</span><span class="token punctuation">;</span> |
| |
| <span class="token keyword">INSERT</span> <span class="token keyword">INTO</span> root<span class="token punctuation">.</span>ln<span class="token punctuation">.</span>wf01<span class="token punctuation">.</span>wt01 <span class="token punctuation">(</span><span class="token keyword">timestamp</span><span class="token punctuation">,</span> temperature<span class="token punctuation">,</span> <span class="token keyword">status</span><span class="token punctuation">,</span> hardware<span class="token punctuation">)</span> |
| <span class="token keyword">VALUES</span> <span class="token punctuation">(</span><span class="token number">5</span><span class="token punctuation">,</span> <span class="token number">5.5</span><span class="token punctuation">,</span> <span class="token boolean">false</span><span class="token punctuation">,</span> <span class="token number">55</span><span class="token punctuation">)</span><span class="token punctuation">;</span> |
| |
| |
| <span class="token keyword">SELECT</span> <span class="token operator">*</span> |
| <span class="token keyword">FROM</span> root<span class="token punctuation">.</span>ln<span class="token punctuation">.</span>wf01<span class="token punctuation">.</span>wt01 |
| <span class="token keyword">WHERE</span> <span class="token keyword">time</span> <span class="token operator">>=</span> <span class="token number">1</span> |
| <span class="token operator">AND</span> <span class="token keyword">time</span> <span class="token operator"><=</span> <span class="token number">6</span><span class="token punctuation">;</span> |
| </code></pre><div class="line-numbers" aria-hidden="true"><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div></div></div><p>The screenshot is as follows:</p><figure><img src="https://alioss.timecho.com/docs/img/github/102752948-52a2d500-43a5-11eb-9156-0c55667eb4cd.png" alt="iotdb-note-snapshot2" tabindex="0" loading="lazy"><figcaption>iotdb-note-snapshot2</figcaption></figure><p>You can also design more fantasy documents referring to <a href="https://zeppelin.apache.org/docs/0.9.0/usage/display_system/basic.html" target="_blank" rel="noopener noreferrer">[1]<span><svg class="external-link-icon" 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"><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="external-link-icon-sr-only">open in new window</span></span></a> and others.</p><p>The above demo notebook can be found at <code>$IoTDB_HOME/zeppelin-interpreter/Zeppelin-IoTDB-Demo.zpln</code>.</p><h3 id="configuration" tabindex="-1"><a class="header-anchor" href="#configuration"><span>Configuration</span></a></h3><p>You can configure the connection parameters in <a href="http://127.0.0.1:8080/#/interpreter" target="_blank" rel="noopener noreferrer">http://127.0.0.1:8080/#/interpreter<span><svg class="external-link-icon" 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"><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="external-link-icon-sr-only">open in new window</span></span></a> :</p><figure><img src="https://alioss.timecho.com/docs/img/github/102752940-50407b00-43a5-11eb-94fb-3e3be222183c.png" alt="iotdb-configuration" tabindex="0" loading="lazy"><figcaption>iotdb-configuration</figcaption></figure><p>The parameters you can configure are as follows:</p><table><thead><tr><th>Property</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>iotdb.host</td><td>127.0.0.1</td><td>IoTDB server host to connect to</td></tr><tr><td>iotdb.port</td><td>6667</td><td>IoTDB server port to connect to</td></tr><tr><td>iotdb.username</td><td>root</td><td>Username for authentication</td></tr><tr><td>iotdb.password</td><td>root</td><td>Password for authentication</td></tr><tr><td>iotdb.fetchSize</td><td>10000</td><td>Query fetch size</td></tr><tr><td>iotdb.zoneId</td><td></td><td>Zone Id</td></tr><tr><td>iotdb.enable.rpc.compression</td><td>FALSE</td><td>Whether enable rpc compression</td></tr><tr><td>iotdb.time.display.type</td><td>default</td><td>The time format to display</td></tr></tbody></table></div><!--[--><!----><!--]--><footer class="vp-page-meta"><div class="vp-meta-item edit-link"><a href="https://github.com/apache/iotdb-docs/edit/main/src/UserGuide/V0.13.x/Ecosystem-Integration/Zeppelin-IoTDB.md" rel="noopener noreferrer" target="_blank" aria-label="Found Error? 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