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<link rel="alternate" hreflang="en-us" href="https://iotdb.apache.org/UserGuide/Master/User-Manual/Tiered-Storage_timecho.html"><meta property="og:url" content="https://iotdb.apache.org/zh/UserGuide/Master/User-Manual/Tiered-Storage_timecho.html"><meta property="og:site_name" content="IoTDB Website"><meta property="og:title" content="多级存储"><meta property="og:description" content="概述 多级存储功能向用户提供多种存储介质管理的能力,用户可以使用多级存储功能为 IoTDB 配置不同类型的存储介质,并为存储介质进行分级。具体的,在 IoTDB 中,多级存储的配置体现为多目录的管理。用户可以将多个存储目录归为同一类,作为一个“层级”向 IoTDB 中配置,这种“层级”我们称之为 storage tier;同时,用户可以根据数据的冷热进..."><meta property="og:type" content="article"><meta property="og:locale" content="zh-CN"><meta property="og:locale:alternate" content="en-US"><meta property="og:updated_time" content="2023-10-25T10:37:38.000Z"><meta property="article:modified_time" content="2023-10-25T10:37:38.000Z"><script type="application/ld+json">{"@context":"https://schema.org","@type":"Article","headline":"多级存储","image":[""],"dateModified":"2023-10-25T10:37:38.000Z","author":[]}</script><link rel="icon" href="/favicon.ico"><meta name="Description" content="Apache IoTDB: Time Series Database for IoT"><meta name="Keywords" content="TSDB, time series, time series database, IoTDB, IoT database, IoT data management,时序数据库, 时间序列管理, IoTDB, 物联网数据库, 实时数据库, 物联网数据管理, 物联网数据"><meta name="baidu-site-verification" content="wfKETzB3OT"><meta name="google-site-verification" content="mZWAoRY0yj_HAr-s47zHCGHzx5Ju-RVm5wDbPnwQYFo"><title>多级存储 | IoTDB Website</title><meta name="description" content="概述 多级存储功能向用户提供多种存储介质管理的能力,用户可以使用多级存储功能为 IoTDB 配置不同类型的存储介质,并为存储介质进行分级。具体的,在 IoTDB 中,多级存储的配置体现为多目录的管理。用户可以将多个存储目录归为同一类,作为一个“层级”向 IoTDB 中配置,这种“层级”我们称之为 storage tier;同时,用户可以根据数据的冷热进...">
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--><h1 id="多级存储" tabindex="-1"><a class="header-anchor" href="#多级存储" aria-hidden="true">#</a> 多级存储</h1><h2 id="概述" tabindex="-1"><a class="header-anchor" href="#概述" aria-hidden="true">#</a> 概述</h2><p>多级存储功能向用户提供多种存储介质管理的能力,用户可以使用多级存储功能为 IoTDB 配置不同类型的存储介质,并为存储介质进行分级。具体的,在 IoTDB 中,多级存储的配置体现为多目录的管理。用户可以将多个存储目录归为同一类,作为一个“层级”向 IoTDB 中配置,这种“层级”我们称之为 storage tier;同时,用户可以根据数据的冷热进行分类,并将不同类别的数据存储到指定的“层级”中。当前 IoTDB 支持通过数据的 TTL 进行冷热数据的分类,当一个层级中的数据不满足当前层级定义的 TTL 规则时,该数据会被自动迁移至下一层级中。</p><h2 id="参数定义" tabindex="-1"><a class="header-anchor" href="#参数定义" aria-hidden="true">#</a> 参数定义</h2><p>在 IoTDB 中开启多级存储,需要进行以下几个方面的配置:</p><ol><li>配置数据目录,并将数据目录分为不同的层级</li><li>配置每个层级所管理的数据的 TTL,以区分不同层级管理的冷热数据类别。</li><li>配置每个层级的最小剩余存储空间比例,当该层级的存储空间触发该阈值时,该层级的数据会被自动迁移至下一层级(可选)。</li></ol><p>具体的参数定义及其描述如下。</p><table><thead><tr><th>配置项</th><th>默认值</th><th>说明</th><th>约束</th></tr></thead><tbody><tr><td>dn_data_dirs</td><td></td><td>用来指定不同的存储目录,并将存储目录进行层级划分</td><td>每级存储使用分号分隔,单级内使用逗号分隔;云端配置只能作为最后一级存储且第一级不能作为云端存储;最多配置一个云端对象;远端存储目录使用 OBJECT_STORAGE 来表示</td></tr><tr><td>default_ttl_in_ms</td><td></td><td>定义每个层级负责的数据范围,通过 TTL 表示</td><td>每级存储使用分号分隔;层级数量需与 dn_data_dirs 定义的层级数一致</td></tr><tr><td>dn_default_space_move_thresholds</td><td>0.15</td><td>定义每个层级数据目录的最小剩余空间比例;当剩余空间少于该比例时,数据会被自动迁移至下一个层级;当最后一个层级的剩余存储空间到低于此阈值时,会将系统置为 READ_ONLY</td><td>每级存储使用分号分隔;层级数量需与 dn_data_dirs 定义的层级数一致</td></tr><tr><td>object_storage_type</td><td>AWS_S3</td><td>云端存储类型</td><td>IoTDB 当前只支持 AWS S3 作为远端存储类型,此参数不支持修改</td></tr><tr><td>object_storage_bucket</td><td></td><td>云端存储 bucket 的名称</td><td>AWS S3 中的 bucket 定义;如果未使用远端存储,无需配置</td></tr><tr><td>object_storage_endpoiont</td><td></td><td>云端存储的 endpoint</td><td>AWS S3 的 endpoint;如果未使用远端存储,无需配置</td></tr><tr><td>object_storage_access_key</td><td></td><td>云端存储的验证信息 key</td><td>AWS S3 的 credential key;如果未使用远端存储,无需配置</td></tr><tr><td>object_storage_access_secret</td><td></td><td>云端存储的验证信息 secret</td><td>AWS S3 的 credential secret;如果未使用远端存储,无需配置</td></tr><tr><td>remote_tsfile_cache_dirs</td><td>data/datanode/data/cache</td><td>云端存储在本地的缓存目录</td><td>如果未使用远端存储,无需配置</td></tr><tr><td>remote_tsfile_cache_page_size_in_kb</td><td>20480</td><td>云端存储在本地缓存文件的块大小</td><td>如果未使用远端存储,无需配置</td></tr><tr><td>remote_tsfile_cache_max_disk_usage_in_mb</td><td>51200</td><td>云端存储本地缓存的最大磁盘占用大小</td><td>如果未使用远端存储,无需配置</td></tr></tbody></table><h2 id="本地多级存储配置示例" tabindex="-1"><a class="header-anchor" href="#本地多级存储配置示例" aria-hidden="true">#</a> 本地多级存储配置示例</h2><p>以下以本地两级存储的配置示例。</p><div class="language-JavaScript line-numbers-mode" data-ext="JavaScript"><pre class="language-JavaScript"><code>// 必须配置项
dn_data_dirs=/data1/data;/data2/data,/data3/data;
default_ttl_in_ms=86400000;-1
dn_default_space_move_thresholds=0.2;0.1
</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></div><p>在该示例中,共配置了两个层级的存储,具体为:</p><table><thead><tr><th><strong>层级</strong></th><th><strong>数据目录</strong></th><th><strong>数据范围</strong></th><th><strong>磁盘最小剩余空间阈值</strong></th></tr></thead><tbody><tr><td>层级一</td><td>目录一:/data1/data</td><td>最近 1 天的数据</td><td>20%</td></tr><tr><td>层级二</td><td>目录一:/data2/data目录二:/data3/data</td><td>1 天以前的数据</td><td>10%</td></tr></tbody></table><h2 id="远端多级存储配置示例" tabindex="-1"><a class="header-anchor" href="#远端多级存储配置示例" aria-hidden="true">#</a> 远端多级存储配置示例</h2><p>以下以三级存储为例:</p><div class="language-JavaScript line-numbers-mode" data-ext="JavaScript"><pre class="language-JavaScript"><code>// 必须配置项
dn_data_dirs=/data1/data;/data2/data,/data3/data;OBJECT_STORAGE
default_ttl_in_ms=86400000;864000000;-1
dn_default_space_move_thresholds=0.2;0.15;0.1
object_storage_name=AWS_S3
object_storage_bucket=iotdb
object_storage_endpoiont=&lt;your_endpoint&gt;
object_storage_access_key=&lt;your_access_key&gt;
object_storage_access_secret=&lt;your_access_secret&gt;
// 可选配置项
remote_tsfile_cache_dirs=data/datanode/data/cache
remote_tsfile_cache_page_size_in_kb=20971520
remote_tsfile_cache_max_disk_usage_in_mb=53687091200
</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></div><p>在该示例中,共配置了三个层级的存储,具体为:</p><table><thead><tr><th><strong>层级</strong></th><th><strong>数据目录</strong></th><th><strong>数据范围</strong></th><th><strong>磁盘最小剩余空间阈值</strong></th></tr></thead><tbody><tr><td>层级一</td><td>目录一:/data1/data</td><td>最近 1 天的数据</td><td>20%</td></tr><tr><td>层级二</td><td>目录一:/data2/data目录二:/data3/data</td><td>过去1 天至过去 10 天内的数据</td><td>15%</td></tr><tr><td>层级三</td><td>远端 AWS S3 存储</td><td>过去 10 天以前的数据</td><td>10%</td></tr></tbody></table></div><!----><footer class="page-meta"><div class="meta-item edit-link"><a href="https://github.com/apache/iotdb-docs/edit/main/src/zh/UserGuide/Master/User-Manual/Tiered-Storage_timecho.md" rel="noopener noreferrer" target="_blank" aria-label="发现错误?在 GitHub 上编辑此页" class="nav-link label"><!--[--><svg xmlns="http://www.w3.org/2000/svg" class="icon edit-icon" viewBox="0 0 1024 1024" fill="currentColor" aria-label="edit icon"><path d="M430.818 653.65a60.46 60.46 0 0 1-50.96-93.281l71.69-114.012 7.773-10.365L816.038 80.138A60.46 60.46 0 0 1 859.225 62a60.46 60.46 0 0 1 43.186 18.138l43.186 43.186a60.46 60.46 0 0 1 0 86.373L588.879 565.55l-8.637 8.637-117.466 68.234a60.46 60.46 0 0 1-31.958 11.229z"></path><path d="M728.802 962H252.891A190.883 190.883 0 0 1 62.008 771.98V296.934a190.883 190.883 0 0 1 190.883-192.61h267.754a60.46 60.46 0 0 1 0 120.92H252.891a69.962 69.962 0 0 0-69.098 69.099V771.98a69.962 69.962 0 0 0 69.098 69.098h475.911A69.962 69.962 0 0 0 797.9 771.98V503.363a60.46 60.46 0 1 1 120.922 0V771.98A190.883 190.883 0 0 1 728.802 962z"></path></svg><!--]-->发现错误?在 GitHub 上编辑此页<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></div><div class="meta-item git-info"><div class="update-time"><span class="label">上次编辑于: </span><!----></div><div class="contributors"><span class="label">贡献者: </span><!--[--><!--[--><span class="contributor" title="email: 105700158+wanghui42@users.noreply.github.com">wanghui42</span><!--]--><!--]--></div></div></footer><!----><!----><!----><!--]--></main><!--]--><footer style="padding-bottom:2rem;"><span id="doc-version" style="display:none;">master</span><p style="text-align:center;color:#909399;font-size:12px;margin:0 30px;">Copyright © 2023 The Apache Software Foundation.<br> Apache and the Apache feather logo are trademarks of The Apache Software Foundation</p><p style="text-align:center;margin-top:10px;color:#909399;font-size:12px;margin:0 30px;"><strong>Have a question?</strong> Connect with us on QQ, WeChat, or Slack. <a href="https://github.com/apache/iotdb/issues/1995">Join the community</a> now.</p><p style="text-align:center;margin-top:10px;color:#909399;font-size:12px;margin:0 30px;"> We use <a href="https://analytics.google.com">Google Analytics</a> to collect anonymous, aggregated usage information. </p></footer></div><!--]--><!--]--><!----><!--]--></div>
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